Xuelong Li

Orcid: 0000-0002-0019-4197

Affiliations:
  • China Telecom Corp Ltd, Institute of Artificial Intelligence, TeleAI, Beijing, China
  • Northwestern Polytechnical University, School of Artificial Intelligence, iOPEN, Xi'an, China
  • Chinese Academy of Sciences, Xi'an Institute of Optics and Precision Mechanics, OPTIMAL, China (former)
  • University of London, UK (former)
  • University of Ulster, UK (former)
  • University of Science and Technology of China, Hefei, China (former)


According to our database1, Xuelong Li authored at least 1,338 papers between 2003 and 2025.

Collaborative distances:

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2025
A newton interpolation network for smoke semantic segmentation.
Pattern Recognit., 2025

Approximate geometric structure transfer for cross-domain image classification.
Pattern Recognit., 2025

Corrigendum to "Fast adaptively balanced min-cut clustering" [Pattern Recognition 158 (2025) 111027].
Pattern Recognit., 2025

Fast adaptively balanced min-cut clustering.
Pattern Recognit., 2025

Outlier detection using local density and global structure.
Pattern Recognit., 2025

Anchor-based fast spectral ensemble clustering.
Inf. Fusion, 2025

2024
An Balanced, and Scalable Graph-Based Multiview Clustering Method.
IEEE Trans. Knowl. Data Eng., December, 2024

Symmetrical Self-Representation and Data-Grouping Strategy for Unsupervised Feature Selection.
IEEE Trans. Knowl. Data Eng., December, 2024

A Region-Based Relay Pursuit Scheme for a Pursuit-Evasion Game With Curvature-Bound Players.
IEEE Trans. Ind. Electron., December, 2024

QKSAN: A Quantum Kernel Self-Attention Network.
IEEE Trans. Pattern Anal. Mach. Intell., December, 2024

A Novel and Effective Method to Directly Solve Spectral Clustering.
IEEE Trans. Pattern Anal. Mach. Intell., December, 2024

Tensorized and Compressed Multi-View Subspace Clustering via Structured Constraint.
IEEE Trans. Pattern Anal. Mach. Intell., December, 2024

A Heuristic Framework for Sources Detection in Social Networks via Graph Convolutional Networks.
IEEE Trans. Syst. Man Cybern. Syst., November, 2024

Decouple Graph Neural Networks: Train Multiple Simple GNNs Simultaneously Instead of One.
IEEE Trans. Pattern Anal. Mach. Intell., November, 2024

Multi-View and Multi-Order Structured Graph Learning.
IEEE Trans. Neural Networks Learn. Syst., October, 2024

Efficient Discrete Clustering With Anchor Graph.
IEEE Trans. Neural Networks Learn. Syst., October, 2024

Medical-Knowledge-Based Graph Neural Network for Medication Combination Prediction.
IEEE Trans. Neural Networks Learn. Syst., October, 2024

Robust Discriminant Embedding Projection Fuzzy Clustering With Optimal Mean.
IEEE Trans. Fuzzy Syst., October, 2024

Pretrained Quantum-Inspired Deep Neural Network for Natural Language Processing.
IEEE Trans. Cybern., October, 2024

Secure Delegated Variational Quantum Algorithms.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., October, 2024

Learning Long-Range Relationships for Temporal Aircraft Anomaly Detection.
IEEE Trans. Aerosp. Electron. Syst., October, 2024

Fast Multiview Clustering by Optimal Graph Mining.
IEEE Trans. Neural Networks Learn. Syst., September, 2024

Bit Reduction for Locality-Sensitive Hashing.
IEEE Trans. Neural Networks Learn. Syst., September, 2024

Pivotal-Aware Principal Component Analysis.
IEEE Trans. Neural Networks Learn. Syst., September, 2024

Supervised Feature Selection via Multi-Center and Local Structure Learning.
IEEE Trans. Knowl. Data Eng., September, 2024

Regularized Spatial-Temporal Graph Convolutional Networks for Metro Passenger Flow Prediction.
IEEE Trans. Intell. Transp. Syst., September, 2024

Fuzzy Clustering From Subset-Clustering to Fullset-Membership.
IEEE Trans. Fuzzy Syst., September, 2024

Fast Discriminant Analysis With Adaptive Reconstruction Structure Preserving.
IEEE Trans. Neural Networks Learn. Syst., August, 2024

Efficient Local Coherent Structure Learning via Self-Evolution Bipartite Graph.
IEEE Trans. Cybern., August, 2024

Introduction to the Special Issue on AI-Generated Content for Multimedia.
IEEE Trans. Circuits Syst. Video Technol., August, 2024

ViT Spatio-Temporal Feature Fusion for Aerial Object Tracking.
IEEE Trans. Circuits Syst. Video Technol., August, 2024

Parameter-Insensitive Min Cut Clustering With Flexible Size Constrains.
IEEE Trans. Pattern Anal. Mach. Intell., August, 2024

Fast Clustering via Maximizing Adaptively Within-Class Similarity.
IEEE Trans. Neural Networks Learn. Syst., July, 2024

Bidirectional Probabilistic Subspaces Approximation for Multiview Clustering.
IEEE Trans. Neural Networks Learn. Syst., July, 2024

Fast Clustering by Directly Solving Bipartite Graph Clustering Problem.
IEEE Trans. Neural Networks Learn. Syst., July, 2024

Fast Sparse Discriminative K-Means for Unsupervised Feature Selection.
IEEE Trans. Neural Networks Learn. Syst., July, 2024

Row-Sparse Principal Component Analysis via Coordinate Descent Method.
IEEE Trans. Knowl. Data Eng., July, 2024

Bionic Swarm Control Based on Second-Order Communication Topology.
IEEE Trans. Neural Networks Learn. Syst., June, 2024

Weather Translation via Weather-Cue Transferring.
IEEE Trans. Neural Networks Learn. Syst., June, 2024

Positive-Incentive Noise.
IEEE Trans. Neural Networks Learn. Syst., June, 2024

Reinforcement Learning and Transformer for Fast Magnetic Resonance Imaging Scan.
IEEE Trans. Emerg. Top. Comput. Intell., June, 2024

Generalized and Robust Least Squares Regression.
IEEE Trans. Neural Networks Learn. Syst., May, 2024

Robust Principal Component Analysis via Joint Reconstruction and Projection.
IEEE Trans. Neural Networks Learn. Syst., May, 2024

Deep Spectral Clustering With Constrained Laplacian Rank.
IEEE Trans. Neural Networks Learn. Syst., May, 2024

Bidirectional Attentive Multi-View Clustering.
IEEE Trans. Knowl. Data Eng., May, 2024

Toward Generalizable Multispectral Pedestrian Detection.
IEEE Trans. Intell. Transp. Syst., May, 2024

An Overview of Swarm Coordinated Control.
IEEE Trans. Artif. Intell., May, 2024

Guest Editorial: Advances in Deep Learning for Clinical and Healthcare Applications.
Cogn. Comput., May, 2024

Complex Continuous Action Iterated Dilemma With Incremental Dynamic Model.
IEEE Trans. Syst. Man Cybern. Syst., April, 2024

On the Equivalence of Linear Discriminant Analysis and Least Squares Regression.
IEEE Trans. Neural Networks Learn. Syst., April, 2024

A Novel Tensor Learning Model for Joint Relational Triplet Extraction.
IEEE Trans. Cybern., April, 2024

Sparse Trace Ratio LDA for Supervised Feature Selection.
IEEE Trans. Cybern., April, 2024

ESGN: Efficient Stereo Geometry Network for Fast 3D Object Detection.
IEEE Trans. Circuits Syst. Video Technol., April, 2024

The Convergence Analysis of Evolutionary Dynamics for Continuous Action Iterated Dilemma in Information Loss Networks.
IEEE Trans. Comput. Soc. Syst., April, 2024

SSIR: Spatial shuffle multi-head self-attention for Single Image Super-Resolution.
Pattern Recognit., April, 2024

Vehicle Perception From Satellite.
IEEE Trans. Pattern Anal. Mach. Intell., April, 2024

Temporal Action Localization in the Deep Learning Era: A Survey.
IEEE Trans. Pattern Anal. Mach. Intell., April, 2024

Fast Clustering With Anchor Guidance.
IEEE Trans. Pattern Anal. Mach. Intell., April, 2024

Robust and Sparse Principal Component Analysis With Adaptive Loss Minimization for Feature Selection.
IEEE Trans. Neural Networks Learn. Syst., March, 2024

Outliers Robust Unsupervised Feature Selection for Structured Sparse Subspace.
IEEE Trans. Knowl. Data Eng., March, 2024

Refining Codes for Locality Sensitive Hashing.
IEEE Trans. Knowl. Data Eng., March, 2024

Multiview Fuzzy Clustering Based on Anchor Graph.
IEEE Trans. Fuzzy Syst., March, 2024

Deep intra-image contrastive learning for weakly supervised one-step person search.
Pattern Recognit., March, 2024

Distance-based Weighted Transformer Network for image completion.
Pattern Recognit., March, 2024

Gait feature learning via spatio-temporal two-branch networks.
Pattern Recognit., March, 2024

Robust autoencoder feature selector for unsupervised feature selection.
Inf. Sci., March, 2024

Unsupervised Feature Selection With Flexible Optimal Graph.
IEEE Trans. Neural Networks Learn. Syst., February, 2024

Ensemble Clustering With Attentional Representation.
IEEE Trans. Knowl. Data Eng., February, 2024

Side-constrained graph fusion for semi-supervised multi-view clustering.
Neurocomputing, February, 2024

Edge-Aware Network for Flow-Based Video Frame Interpolation.
IEEE Trans. Neural Networks Learn. Syst., January, 2024

Enhanced Spatial Feature Learning for Weakly Supervised Object Detection.
IEEE Trans. Neural Networks Learn. Syst., January, 2024

Local-Global Fuzzy Clustering With Anchor Graph.
IEEE Trans. Fuzzy Syst., January, 2024

Worst-Case Discriminative Feature Learning via Max-Min Ratio Analysis.
IEEE Trans. Pattern Anal. Mach. Intell., January, 2024

A Novel Normalized-Cut Solver With Nearest Neighbor Hierarchical Initialization.
IEEE Trans. Pattern Anal. Mach. Intell., January, 2024

Supervised biadjacency networks for stereo matching.
Multim. Tools Appl., January, 2024

Pessimistic value iteration for multi-task data sharing in Offline Reinforcement Learning.
Artif. Intell., January, 2024

Complex Network Optimization for Fixed-Time Continuous Action Iteration Dilemma by Using Reinforcement Learning.
IEEE Trans. Netw. Sci. Eng., 2024

Random Full-Order-Coverage Based Rapid Source Localization With Limited Observations for Large-Scale Networks.
IEEE Trans. Netw. Sci. Eng., 2024

SMC-NCA: Semantic-Guided Multi-Level Contrast for Semi-Supervised Temporal Action Segmentation.
IEEE Trans. Multim., 2024

Constrained Bipartite Graph Learning for Imbalanced Multi-Modal Retrieval.
IEEE Trans. Multim., 2024

Correlation-Guided Distribution and Geometry Alignments for Heterogeneous Domain Adaptation.
IEEE Trans. Multim., 2024

Continuous Emotion-Based Image-to-Music Generation.
IEEE Trans. Multim., 2024

Coarse-to-Fine Nutrition Prediction.
IEEE Trans. Multim., 2024

Binocular Image Dehazing via a Plain Network Without Disparity Estimation.
IEEE Trans. Multim., 2024

Low-Rank Correlation Learning for Unsupervised Domain Adaptation.
IEEE Trans. Multim., 2024

Multi-Source and Multi-Target Domain Adaptation Based on Dynamic Generator with Attention.
IEEE Trans. Multim., 2024

Low-Light Image Enhancement With SAM-Based Structure Priors and Guidance.
IEEE Trans. Multim., 2024

Hyperspherical Prototype Node Clustering.
Trans. Mach. Learn. Res., 2024

RCUMP: Residual Completion Unrolling With Mixed Priors for Snapshot Compressive Imaging.
IEEE Trans. Image Process., 2024

USER: Unified Semantic Enhancement With Momentum Contrast for Image-Text Retrieval.
IEEE Trans. Image Process., 2024

A Bi-Directionally Fused Boundary Aware Network for Skin Lesion Segmentation.
IEEE Trans. Image Process., 2024

Misclassification in Weakly Supervised Object Detection.
IEEE Trans. Image Process., 2024

Integrating SAM With Feature Interaction for Remote Sensing Change Detection.
IEEE Trans. Geosci. Remote. Sens., 2024

Contrastive Tokens and Label Activation for Remote Sensing Weakly Supervised Semantic Segmentation.
IEEE Trans. Geosci. Remote. Sens., 2024

Progressive Feature Interleaved Fusion Network for Remote-Sensing Image Salient Object Detection.
IEEE Trans. Geosci. Remote. Sens., 2024

NWPU-MOC: A Benchmark for Fine-Grained Multicategory Object Counting in Aerial Images.
IEEE Trans. Geosci. Remote. Sens., 2024

Learning Multi-Dimensional Speaker Localization: Axis Partitioning, Unbiased Label Distribution, and Data Augmentation.
IEEE ACM Trans. Audio Speech Lang. Process., 2024

Sparse Principal Component Analysis and Adaptive Multigraph Learning for Hyperspectral Band Selection.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

Diffusion-Based Adversarial Purification for Speaker Verification.
IEEE Signal Process. Lett., 2024

Topological optimization of continuous action iterated dilemma based on finite-time strategy using DQN.
Pattern Recognit. Lett., 2024

Orthogonal subspace exploration for matrix completion.
Pattern Recognit., 2024

Parameter-free ensemble clustering with dynamic weighting mechanism.
Pattern Recognit., 2024

Graph correlated discriminant embedding for multi-source domain adaptation.
Pattern Recognit., 2024

Adaptive and fuzzy locality discriminant analysis for dimensionality reduction.
Pattern Recognit., 2024

Heterogeneous domain adaptation via incremental discriminative knowledge consistency.
Pattern Recognit., 2024

Multi-task hierarchical convolutional network for visual-semantic cross-modal retrieval.
Pattern Recognit., 2024

Image harmonization with Simple Hybrid CNN-Transformer Network.
Neural Networks, 2024

Hierarchical matching and reasoning for multi-query image retrieval.
Neural Networks, 2024

Motion-Aware Video Frame Interpolation.
Neural Networks, 2024

Towards Unsupervised Referring Expression Comprehension with Visual Semantic Parsing.
Knowl. Based Syst., 2024

Prediction consistency regularization for Generalized Category Discovery.
Inf. Fusion, 2024

Corrigendum to "Max-min robust principal component analysis" [Neurocomputing 521 (2023) 89-98].
Neurocomputing, 2024

Top-k discriminative feature selection with uncorrelated and ℓ2, 0-norm equation constraints.
Neurocomputing, 2024

Discriminative and robust least squares regression for semi-supervised image classification.
Neurocomputing, 2024

Graph manifold learning with non-gradient decision layer.
Neurocomputing, 2024

Audio-visual representation learning for anomaly events detection in crowds.
Neurocomputing, 2024

Scalable and parameter-free fusion graph learning for multi-view clustering.
Neurocomputing, 2024

Harmonic cut: An efficient and directly solved balanced graph clustering.
Neurocomputing, 2024

New approach for learning structured graph with Laplacian rank constraint.
Neurocomputing, 2024

Multivariate time series classification with crucial timestamps guidance.
Expert Syst. Appl., 2024

Fast Semi-supervised Learning on Large Graphs: An Improved Green-function Method.
CoRR, 2024

Clustering Based on Density Propagation and Subcluster Merging.
CoRR, 2024

Physics in Next-token Prediction.
CoRR, 2024

FreeGaussian: Guidance-free Controllable 3D Gaussian Splats with Flow Derivatives.
CoRR, 2024

Aerial Vision-and-Language Navigation via Semantic-Topo-Metric Representation Guided LLM Reasoning.
CoRR, 2024

Autonomous Driving in Unstructured Environments: How Far Have We Come?
CoRR, 2024

COHERENT: Collaboration of Heterogeneous Multi-Robot System with Large Language Models.
CoRR, 2024

Beyond Uncertainty: Evidential Deep Learning for Robust Video Temporal Grounding.
CoRR, 2024

Learning 2D Invariant Affordance Knowledge for 3D Affordance Grounding.
CoRR, 2024

PRformer: Pyramidal Recurrent Transformer for Multivariate Time Series Forecasting.
CoRR, 2024

Data Augmentation of Contrastive Learning is Estimating Positive-incentive Noise.
CoRR, 2024

Depth Helps: Improving Pre-trained RGB-based Policy with Depth Information Injection.
CoRR, 2024

ComKD-CLIP: Comprehensive Knowledge Distillation for Contrastive Language-Image Pre-traning Model.
CoRR, 2024

KOI: Accelerating Online Imitation Learning via Hybrid Key-state Guidance.
CoRR, 2024

Play to the Score: Stage-Guided Dynamic Multi-Sensory Fusion for Robotic Manipulation.
CoRR, 2024

StitchFusion: Weaving Any Visual Modalities to Enhance Multimodal Semantic Segmentation.
CoRR, 2024

SentenceVAE: Enable Next-sentence Prediction for Large Language Models with Faster Speed, Higher Accuracy and Longer Context.
CoRR, 2024

Empowering Snapshot Compressive Imaging: Spatial-Spectral State Space Model with Across-Scanning and Local Enhancement.
CoRR, 2024

Lensless fiber endomicroscopic phase imaging with speckle-conditioned diffusion model.
CoRR, 2024

Parameter-Efficient Fine-Tuning for Continual Learning: A Neural Tangent Kernel Perspective.
CoRR, 2024

52B to 1T: Lessons Learned via Tele-FLM Series.
CoRR, 2024

Enhancing Diagnostic Reliability of Foundation Model with Uncertainty Estimation in OCT Images.
CoRR, 2024

LiveScene: Language Embedding Interactive Radiance Fields for Physical Scene Rendering and Control.
CoRR, 2024

Decentralized Transformers with Centralized Aggregation are Sample-Efficient Multi-Agent World Models.
CoRR, 2024

Technique Report of CVPR 2024 PBDL Challenges.
CoRR, 2024

Learning Manipulation by Predicting Interaction.
CoRR, 2024

SAM-E: Leveraging Visual Foundation Model with Sequence Imitation for Embodied Manipulation.
CoRR, 2024

U3M: Unbiased Multiscale Modal Fusion Model for Multimodal Semantic Segmentation.
CoRR, 2024

Towards Efficient LLM Grounding for Embodied Multi-Agent Collaboration.
CoRR, 2024

Adaptive Fuzzy C-Means with Graph Embedding.
CoRR, 2024

Provably Efficient Information-Directed Sampling Algorithms for Multi-Agent Reinforcement Learning.
CoRR, 2024

Tele-FLM Technical Report.
CoRR, 2024

Robust Capped lp-Norm Support Vector Ordinal Regression.
CoRR, 2024

LEAF: Unveiling Two Sides of the Same Coin in Semi-supervised Facial Expression Recognition.
CoRR, 2024

CNN2GNN: How to Bridge CNN with GNN.
CoRR, 2024

Dynamic Proxy Domain Generalizes the Crowd Localization by Better Binary Segmentation.
CoRR, 2024

StreakNet-Arch: An Anti-scattering Network-based Architecture for Underwater Carrier LiDAR-Radar Imaging.
CoRR, 2024

Any2Point: Empowering Any-modality Large Models for Efficient 3D Understanding.
CoRR, 2024

Regularized Conditional Diffusion Model for Multi-Task Preference Alignment.
CoRR, 2024

Large-Scale Actionless Video Pre-Training via Discrete Diffusion for Efficient Policy Learning.
CoRR, 2024

QuanTest: Entanglement-Guided Testing of Quantum Neural Network Systems.
CoRR, 2024

GQHAN: A Grover-inspired Quantum Hard Attention Network.
CoRR, 2024

NWPU-MOC: A Benchmark for Fine-grained Multi-category Object Counting in Aerial Images.
CoRR, 2024

Community Detection in the Multi-View Stochastic Block Model.
CoRR, 2024

TeleChat Technical Report.
CoRR, 2024

Frequency Domain Nuances Mining for Visible-Infrared Person Re-identification.
CoRR, 2024

Optics-driven drone.
Sci. China Inf. Sci., 2024

Two in One Go: Single-stage Emotion Recognition with Decoupled Subject-context Transformer.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

CREST: Cross-modal Resonance through Evidential Deep Learning for Enhanced Zero-Shot Learning.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Kinematic-aware Prompting for Generalizable Articulated Object Manipulation with LLMs.
Proceedings of the IEEE International Conference on Robotics and Automation, 2024

Robust Quadrupedal Locomotion via Risk-Averse Policy Learning.
Proceedings of the IEEE International Conference on Robotics and Automation, 2024

SAM-E: Leveraging Visual Foundation Model with Sequence Imitation for Embodied Manipulation.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

Contrastive Representation for Data Filtering in Cross-Domain Offline Reinforcement Learning.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

Constrained Ensemble Exploration for Unsupervised Skill Discovery.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

A Coarse-to-Fine Reconstruction Framework for Non-Lambertian Photometric Stereo.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2024

On the Role of General Function Approximation in Offline Reinforcement Learning.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

Outlier-Robust Feature Selection with ℓ2, 1-Norm Minimization and Group Row-Sparsity Induced Constraints.
Proceedings of the IEEE International Conference on Acoustics, 2024

Any2Point: Empowering Any-Modality Large Models for Efficient 3D Understanding.
Proceedings of the Computer Vision - ECCV 2024, 2024

GS-SLAM: Dense Visual SLAM with 3D Gaussian Splatting.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Implicit Event-RGBD Neural SLAM.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

HPL-ESS: Hybrid Pseudo-Labeling for Unsupervised Event-based Semantic Segmentation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

CNN to GNN: Unsupervised Multi-level Knowledge Learning.
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

Dual Prompt Tuning based Contrastive Learning for Hierarchical Text Classification.
Proceedings of the Findings of the Association for Computational Linguistics, 2024

Point-PEFT: Parameter-Efficient Fine-Tuning for 3D Pre-trained Models.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

DAG-Aware Variational Autoencoder for Social Propagation Graph Generation.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Color Event Enhanced Single-Exposure HDR Imaging.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Deep Contrastive Graph Learning with Clustering-Oriented Guidance.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Consensus Knowledge Exploitation for Partial Query Based Image Retrieval.
IEEE Trans. Circuits Syst. Video Technol., December, 2023

Discriminative projection fuzzy K-Means with adaptive neighbors.
Pattern Recognit. Lett., December, 2023

Discrete and Balanced Spectral Clustering With Scalability.
IEEE Trans. Pattern Anal. Mach. Intell., December, 2023

Enhanced Robust Fuzzy K-Means Clustering joint ℓ0-norm constraint.
Neurocomputing, December, 2023

Third-Party Intervention of Cooperation in Multilayer Networks.
IEEE Trans. Syst. Man Cybern. Syst., November, 2023

Embedding Graph Auto-Encoder for Graph Clustering.
IEEE Trans. Neural Networks Learn. Syst., November, 2023

Leveraging Balanced Semantic Embedding for Generative Zero-Shot Learning.
IEEE Trans. Neural Networks Learn. Syst., November, 2023

Robust Supervised and Semisupervised Least Squares Regression Using ℓ<sub>2,p</sub>-Norm Minimization.
IEEE Trans. Neural Networks Learn. Syst., November, 2023

Nonlinear Feature Selection Neural Network via Structured Sparse Regularization.
IEEE Trans. Neural Networks Learn. Syst., November, 2023

Local Embedding Learning via Landmark-Based Dynamic Connections.
IEEE Trans. Neural Networks Learn. Syst., November, 2023

Discrete Robust Principal Component Analysis via Binary Weights Self-Learning.
IEEE Trans. Neural Networks Learn. Syst., November, 2023

Discriminative Projected Clustering via Unsupervised LDA.
IEEE Trans. Neural Networks Learn. Syst., November, 2023

Entropy Minimizing Matrix Factorization.
IEEE Trans. Neural Networks Learn. Syst., November, 2023

GLCM: Global-Local Captioning Model for Remote Sensing Image Captioning.
IEEE Trans. Cybern., November, 2023

AA-LMM: Robust Accuracy-Aware Linear Mixture Model for Remote Sensing Image Registration.
Remote. Sens., November, 2023

Learning pixel-adaptive weights for portrait photo retouching.
Pattern Recognit., November, 2023

Robust rank-one matrix completion with rank estimation.
Pattern Recognit., October, 2023

Rooted Mahalanobis distance based Gustafson-Kessel fuzzy C-means.
Inf. Sci., October, 2023

Multitask Learning for Classification Problem via New Tight Relaxation of Rank Minimization.
IEEE Trans. Neural Networks Learn. Syst., September, 2023

$\ell _{2,p}$-Norm and Mahalanobis Distance-Based Robust Fuzzy C-Means.
IEEE Trans. Fuzzy Syst., September, 2023

Smoothing group L1/2 regularized discriminative broad learning system for classification and regression.
Pattern Recognit., September, 2023

Learning Geometric Transformation for Point Cloud Completion.
Int. J. Comput. Vis., September, 2023

AudioVisual Video Summarization.
IEEE Trans. Neural Networks Learn. Syst., August, 2023

Implicit Weight Learning for Multi-View Clustering.
IEEE Trans. Neural Networks Learn. Syst., August, 2023

Effective Clustering via Structured Graph Learning.
IEEE Trans. Knowl. Data Eng., August, 2023

Scalable Fuzzy Clustering With Anchor Graph.
IEEE Trans. Knowl. Data Eng., August, 2023

Subspace Clustering via Adaptive Non-Negative Representation Learning and Its Application to Image Segmentation.
IEEE Trans. Circuits Syst. Video Technol., August, 2023

Large-Scale Clustering With Structured Optimal Bipartite Graph.
IEEE Trans. Pattern Anal. Mach. Intell., August, 2023

Sparse robust subspace learning via boolean weight.
Inf. Fusion, August, 2023

Rank-$r$r Discrete Matrix Factorization for Anchor Graph Clustering.
IEEE Trans. Knowl. Data Eng., July, 2023

Iteratively Re-Weighted Method for Sparsity-Inducing Norms.
IEEE Trans. Knowl. Data Eng., July, 2023

Sparse feature selection via fast embedding spectral analysis.
Pattern Recognit., July, 2023

Elaborate multi-task subspace learning with discrete group constraint.
Pattern Recognit., July, 2023

Non-Graph Data Clustering via $\mathcal {O}(n)$O(n) Bipartite Graph Convolution.
IEEE Trans. Pattern Anal. Mach. Intell., July, 2023

Feature selection with multi-class logistic regression.
Neurocomputing, July, 2023

Joint Dynamic Manifold and Discriminant Information Learning for Feature Extraction.
IEEE Trans. Neural Networks Learn. Syst., June, 2023

Joint Feature Selection and Extraction With Sparse Unsupervised Projection.
IEEE Trans. Neural Networks Learn. Syst., June, 2023

Anomaly Detection With Representative Neighbors.
IEEE Trans. Neural Networks Learn. Syst., June, 2023

Sparse and Flexible Projections for Unsupervised Feature Selection.
IEEE Trans. Knowl. Data Eng., June, 2023

Graph-Based Soft-Balanced Fuzzy Clustering.
IEEE Trans. Fuzzy Syst., June, 2023

Adaptive Maximum Entropy Graph-Guided Fast Locality Discriminant Analysis.
IEEE Trans. Cybern., June, 2023

A Novel Representation Learning for Dynamic Graphs Based on Graph Convolutional Networks.
IEEE Trans. Cybern., June, 2023

A Differentiable Perspective for Multi-View Spectral Clustering With Flexible Extension.
IEEE Trans. Pattern Anal. Mach. Intell., June, 2023

Hierarchical Regression and Classification for Accurate Object Detection.
IEEE Trans. Neural Networks Learn. Syst., May, 2023

Semi-Supervised Learning via Bipartite Graph Construction With Adaptive Neighbors.
IEEE Trans. Knowl. Data Eng., May, 2023

Fast Unsupervised Feature Selection With Bipartite Graph and $\ell _{2,0}$ℓ2,0-Norm Constraint.
IEEE Trans. Knowl. Data Eng., May, 2023

Parameterized Hamiltonian Learning With Quantum Circuit.
IEEE Trans. Pattern Anal. Mach. Intell., May, 2023

Multilayer Network Community Detection: A Novel Multi-Objective Evolutionary Algorithm Based on Consensus Prior Information [Feature].
IEEE Comput. Intell. Mag., May, 2023

Spectral Clustering With Adaptive Neighbors for Deep Learning.
IEEE Trans. Neural Networks Learn. Syst., April, 2023

Unsupervised Subspace Learning With Flexible Neighboring.
IEEE Trans. Neural Networks Learn. Syst., April, 2023

An Effective and Efficient Algorithm for K-Means Clustering With New Formulation.
IEEE Trans. Knowl. Data Eng., April, 2023

Real-Time Stereo 3D Car Detection With Shape-Aware Non-Uniform Sampling.
IEEE Trans. Intell. Transp. Syst., April, 2023

Unsupervised Graph Embedding via Adaptive Graph Learning.
IEEE Trans. Pattern Anal. Mach. Intell., April, 2023

Learning Feature-Sparse Principal Subspace.
IEEE Trans. Pattern Anal. Mach. Intell., April, 2023

Sparse PCA via $\ell _{2,p}$ℓ2,p-Norm Regularization for Unsupervised Feature Selection.
IEEE Trans. Pattern Anal. Mach. Intell., April, 2023

Noncooperative Model Predictive Game With Markov Jump Graph.
IEEE CAA J. Autom. Sinica, April, 2023

Self-Weighted Unsupervised LDA.
IEEE Trans. Neural Networks Learn. Syst., March, 2023

Robust Fuzzy K-Means Clustering With Shrunk Patterns Learning.
IEEE Trans. Knowl. Data Eng., March, 2023

Robust Unsupervised Feature Selection via Multi-Group Adaptive Graph Representation.
IEEE Trans. Knowl. Data Eng., March, 2023

Towards Zero-Shot Learning: A Brief Review and an Attention-Based Embedding Network.
IEEE Trans. Circuits Syst. Video Technol., March, 2023

G2LP-Net: Global to Local Progressive Video Inpainting Network.
IEEE Trans. Circuits Syst. Video Technol., March, 2023

Label-Guided Generative Adversarial Network for Realistic Image Synthesis.
IEEE Trans. Pattern Anal. Mach. Intell., March, 2023

Manifold Neural Network With Non-Gradient Optimization.
IEEE Trans. Pattern Anal. Mach. Intell., March, 2023

Multi-View Clustering via Nonnegative and Orthogonal Graph Reconstruction.
IEEE Trans. Neural Networks Learn. Syst., 2023

Prototype-Based Intent Perception.
IEEE Trans. Multim., 2023

Self-Supervised Fine-Grained Cycle-Separation Network (FSCN) for Visual-Audio Separation.
IEEE Trans. Multim., 2023

Self-Supervised Learning for Heterogeneous Audiovisual Scene Analysis.
IEEE Trans. Multim., 2023

Adaptive Spectral Rotation via Joint Cluster and Pairwise Structure.
IEEE Trans. Knowl. Data Eng., 2023

Fast Optimization of Spectral Embedding and Improved Spectral Rotation.
IEEE Trans. Knowl. Data Eng., 2023

Fast Multi-View Clustering via Prototype Graph.
IEEE Trans. Knowl. Data Eng., 2023

Deformable Density Estimation via Adaptive Representation.
IEEE Trans. Image Process., 2023

Toward Projected Clustering With Aggregated Mapping.
IEEE Trans. Image Process., 2023

Selecting High-Quality Proposals for Weakly Supervised Object Detection With Bottom-Up Aggregated Attention and Phase-Aware Loss.
IEEE Trans. Image Process., 2023

VTAE: Variational Transformer Autoencoder With Manifolds Learning.
IEEE Trans. Image Process., 2023

Guided Discrimination and Correlation Subspace Learning for Domain Adaptation.
IEEE Trans. Image Process., 2023

Memorizing Complementation Network for Few-Shot Class-Incremental Learning.
IEEE Trans. Image Process., 2023

Hyperspectral Anomaly Detection via Structured Sparsity Plus Enhanced Low-Rankness.
IEEE Trans. Geosci. Remote. Sens., 2023

Deep Spectral Clustering With Regularized Linear Embedding for Hyperspectral Image Clustering.
IEEE Trans. Geosci. Remote. Sens., 2023

Adjacent Complementary Network for Salient Object Detection in Optical Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2023

Knowledge-Aided Momentum Contrastive Learning for Remote-Sensing Image Text Retrieval.
IEEE Trans. Geosci. Remote. Sens., 2023

Edge-Guided Remote-Sensing Image Compression.
IEEE Trans. Geosci. Remote. Sens., 2023

Learning an Optimal Bipartite Graph for Subspace Clustering via Constrained Laplacian Rank.
IEEE Trans. Cybern., 2023

Unsupervised Feature Selection With Weighted and Projected Adaptive Neighbors.
IEEE Trans. Cybern., 2023

Feature Weighted Non-Negative Matrix Factorization.
IEEE Trans. Cybern., 2023

Unsupervised Feature Selection via Neural Networks and Self-Expression with Adaptive Graph Constraint.
Pattern Recognit., 2023

Cross-domain structure learning for visual data recognition.
Pattern Recognit., 2023

Centerless Clustering.
IEEE Trans. Pattern Anal. Mach. Intell., 2023

Matrix Completion via Non-Convex Relaxation and Adaptive Correlation Learning.
IEEE Trans. Pattern Anal. Mach. Intell., 2023

LSV-LP: Large-Scale Video-Based License Plate Detection and Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., 2023

NAS-Kernel: Learning Suitable Gaussian Kernel for Remote-Sensing Object Counting.
IEEE Geosci. Remote. Sens. Lett., 2023

Fast neighborhood reconstruction with adaptive weights learning.
Knowl. Based Syst., 2023

An efficient semi-supervised balanced cut with hard pairwise constraints and partial labels.
Knowl. Based Syst., 2023

Calibrated multi-task subspace learning via binary group structure constraint.
Inf. Sci., 2023

Max-Min Robust Principal Component Analysis.
Neurocomputing, 2023

Multi-stage context refinement network for semantic segmentation.
Neurocomputing, 2023

Object-aware bounding box regression for online multi-object tracking.
Neurocomputing, 2023

Field-matching attention network for object detection.
Neurocomputing, 2023

SMC-NCA: Semantic-guided Multi-level Contrast for Semi-supervised Action Segmentation.
CoRR, 2023

Calibration-free quantitative phase imaging in multi-core fiber endoscopes using end-to-end deep learning.
CoRR, 2023

Implicit Event-RGBD Neural SLAM.
CoRR, 2023

Discretize Relaxed Solution of Spectral Clustering via a Non-Heuristic Algorithm.
CoRR, 2023

Distance Weighted Trans Network for Image Completion.
CoRR, 2023

Robust Quadrupedal Locomotion via Risk-Averse Policy Learning.
CoRR, 2023

Disentangled Contrastive Image Translation for Nighttime Surveillance.
CoRR, 2023

Variational Positive-incentive Noise: How Noise Benefits Models.
CoRR, 2023

Image Reconstruction for Accelerated MR Scan with Faster Fourier Convolutional Neural Networks.
CoRR, 2023

On the Value of Myopic Behavior in Policy Reuse.
CoRR, 2023

Imbalanced Aircraft Data Anomaly Detection.
CoRR, 2023

Transformer-based stereo-aware 3D object detection from binocular images.
CoRR, 2023

ViewRefer: Grasp the Multi-view Knowledge for 3D Visual Grounding with GPT and Prototype Guidance.
CoRR, 2023

Delegated variational quantum algorithms based on quantum homomorphic encryption.
CoRR, 2023

Lightweight source localization for large-scale social networks.
Proceedings of the ACM Web Conference 2023, 2023

Pairwise-interactions-based Bayesian Inference of Network Structure from Information Cascades.
Proceedings of the ACM Web Conference 2023, 2023

Joint Feature and Differentiable k-NN Graph Learning using Dirichlet Energy.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Cross-Domain Policy Adaptation via Value-Guided Data Filtering.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Diffusion Model is an Effective Planner and Data Synthesizer for Multi-Task Reinforcement Learning.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

A Multitask Framework for Graffiti-to-Image Translation.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

Sequential Attention Source Identification Based on Feature Representation.
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

Behavior Contrastive Learning for Unsupervised Skill Discovery.
Proceedings of the International Conference on Machine Learning, 2023

Semi-Supervised Top-k Feature Selection with a General Optimization Framework.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2023

Enhanced Discrete Multi-modal Hashing: More Constraints yet Less Time to Learn (Extended Abstract).
Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

Towards Nonlinear-Motion-Aware and Occlusion-Robust Rolling Shutter Correction.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

ViewRefer: Grasp the Multi-view Knowledge for 3D Visual Grounding.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Multilayer Subspace Learning With Self-Sparse Robustness for Two-Dimensional Feature Extraction.
Proceedings of the IEEE International Conference on Acoustics, 2023

Unsupervised Feature Selection with self-Weighted and ℓ2,0-Norm Constraint.
Proceedings of the IEEE International Conference on Acoustics, 2023

Underwater Image Restoration with Light-Aware Progressive Network.
Proceedings of the IEEE International Conference on Acoustics, 2023

Meta++ Network for Few-Shot Aerospace Crack Segmentation.
Proceedings of the IEEE International Conference on Acoustics, 2023

Difference Guided VHR Remote Sensing Image Change Detection.
Proceedings of the IEEE International Conference on Acoustics, 2023

Learn Topological Representation with Flexible Manifold Layer.
Proceedings of the IEEE International Conference on Acoustics, 2023

Densitytoken: Weakly-Supervised Crowd Counting with Density Classification.
Proceedings of the IEEE International Conference on Acoustics, 2023

Multi-View K-Means with Laplacian Embedding.
Proceedings of the IEEE International Conference on Acoustics, 2023

Propagate and Calibrate: Real-Time Passive Non-Line-of-Sight Tracking.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Fully Self-Supervised Depth Estimation from Defocus Clue.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

One-Shot High-Fidelity Talking-Head Synthesis with Deformable Neural Radiance Field.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Affordance-Driven Next-Best-View Planning for Robotic Grasping.
Proceedings of the Conference on Robot Learning, 2023

Efficient Top-K Feature Selection Using Coordinate Descent Method.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
Community Detection in Graph: An Embedding Method.
IEEE Trans. Netw. Sci. Eng., 2022

Locating Multi-Sources in Social Networks With a Low Infection Rate.
IEEE Trans. Netw. Sci. Eng., 2022

Unsupervised Feature Selection With Extended OLSDA via Embedding Nonnegative Manifold Structure.
IEEE Trans. Neural Networks Learn. Syst., 2022

Maximum Joint Probability With Multiple Representations for Clustering.
IEEE Trans. Neural Networks Learn. Syst., 2022

Unsupervised Feature Selection via Adaptive Graph Learning and Constraint.
IEEE Trans. Neural Networks Learn. Syst., 2022

Generalized Zero-Shot Learning With Multiple Graph Adaptive Generative Networks.
IEEE Trans. Neural Networks Learn. Syst., 2022

Parameter-Free Consensus Embedding Learning for Multiview Graph-Based Clustering.
IEEE Trans. Neural Networks Learn. Syst., 2022

Unsupervised Adaptive Embedding for Dimensionality Reduction.
IEEE Trans. Neural Networks Learn. Syst., 2022

A Novel Formulation of Trace Ratio Linear Discriminant Analysis.
IEEE Trans. Neural Networks Learn. Syst., 2022

Fast Unsupervised Projection for Large-Scale Data.
IEEE Trans. Neural Networks Learn. Syst., 2022

Fast Self-Supervised Clustering With Anchor Graph.
IEEE Trans. Neural Networks Learn. Syst., 2022

Looking Closer at the Scene: Multiscale Representation Learning for Remote Sensing Image Scene Classification.
IEEE Trans. Neural Networks Learn. Syst., 2022

Multitask Attention Network for Lane Detection and Fitting.
IEEE Trans. Neural Networks Learn. Syst., 2022

Unsupervised Feature Selection With Constrained ℓ₂, ₀-Norm and Optimized Graph.
IEEE Trans. Neural Networks Learn. Syst., 2022

Semisupervised Feature Selection via Generalized Uncorrelated Constraint and Manifold Embedding.
IEEE Trans. Neural Networks Learn. Syst., 2022

Attention-Emotion-Enhanced Convolutional LSTM for Sentiment Analysis.
IEEE Trans. Neural Networks Learn. Syst., 2022

Discriminative Invariant Alignment for Unsupervised Domain Adaptation.
IEEE Trans. Multim., 2022

Noise Removal in Embedded Image With Bit Approximation.
IEEE Trans. Knowl. Data Eng., 2022

Evolutionary Markov Dynamics for Network Community Detection.
IEEE Trans. Knowl. Data Eng., 2022

Unsupervised Discriminative Projection for Feature Selection.
IEEE Trans. Knowl. Data Eng., 2022

Fuzzy K-Means Clustering With Discriminative Embedding.
IEEE Trans. Knowl. Data Eng., 2022

Unsupervised Large Graph Embedding Based on Balanced and Hierarchical K-Means.
IEEE Trans. Knowl. Data Eng., 2022

Adaptive Local Embedding Learning for Semi-Supervised Dimensionality Reduction.
IEEE Trans. Knowl. Data Eng., 2022

Robust Subspace Clustering With Low-Rank Structure Constraint.
IEEE Trans. Knowl. Data Eng., 2022

Multi-View K-Means Clustering With Adaptive Sparse Memberships and Weight Allocation.
IEEE Trans. Knowl. Data Eng., 2022

Enhanced Discrete Multi-Modal Hashing: More Constraints Yet Less Time to Learn.
IEEE Trans. Knowl. Data Eng., 2022

Graph Convolution RPCA With Adaptive Graph.
IEEE Trans. Image Process., 2022

Discrete and Parameter-Free Multiple Kernel k-Means.
IEEE Trans. Image Process., 2022

Weighted Correlation Embedding Learning for Domain Adaptation.
IEEE Trans. Image Process., 2022

Canonical Correlation Analysis With Low-Rank Learning for Image Representation.
IEEE Trans. Image Process., 2022

CartoonLossGAN: Learning Surface and Coloring of Images for Cartoonization.
IEEE Trans. Image Process., 2022

Sparse Unmixing Based on Adaptive Loss Minimization.
IEEE Trans. Geosci. Remote. Sens., 2022

Reweighted Low-Rank and Joint-Sparse Unmixing With Library Pruning.
IEEE Trans. Geosci. Remote. Sens., 2022

Hyperspectral Unmixing Using Nonlocal Similarity-Regularized Low-Rank Tensor Factorization.
IEEE Trans. Geosci. Remote. Sens., 2022

GCWNet: A Global Context-Weaving Network for Object Detection in Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2022

Multiple Instance Graph Learning for Weakly Supervised Remote Sensing Object Detection.
IEEE Trans. Geosci. Remote. Sens., 2022

Style Transformation-Based Spatial-Spectral Feature Learning for Unsupervised Change Detection.
IEEE Trans. Geosci. Remote. Sens., 2022

Adaptive Relationship Preserving Sparse NMF for Hyperspectral Unmixing.
IEEE Trans. Geosci. Remote. Sens., 2022

Low-Light Hyperspectral Image Enhancement.
IEEE Trans. Geosci. Remote. Sens., 2022

Iteratively Reweighted Algorithm for Fuzzy $c$-Means.
IEEE Trans. Fuzzy Syst., 2022

Fast Fuzzy Clustering Based on Anchor Graph.
IEEE Trans. Fuzzy Syst., 2022

Convex Non-Negative Matrix Factorization With Adaptive Graph for Unsupervised Feature Selection.
IEEE Trans. Cybern., 2022

Learning Cross-Modal Common Representations by Private-Shared Subspaces Separation.
IEEE Trans. Cybern., 2022

Detection of Small Aerial Object Using Random Projection Feature With Region Clustering.
IEEE Trans. Cybern., 2022

Progressive Self-Supervised Clustering With Novel Category Discovery.
IEEE Trans. Cybern., 2022

Density-Aware Curriculum Learning for Crowd Counting.
IEEE Trans. Cybern., 2022

Robust Rank-Constrained Sparse Learning: A Graph-Based Framework for Single View and Multiview Clustering.
IEEE Trans. Cybern., 2022

Autoweighted Multiview Feature Selection With Graph Optimization.
IEEE Trans. Cybern., 2022

Subspace Sparse Discriminative Feature Selection.
IEEE Trans. Cybern., 2022

Robust Matrix Completion With Column Outliers.
IEEE Trans. Cybern., 2022

DGIG-Net: Dynamic Graph-in-Graph Networks for Few-Shot Human-Object Interaction.
IEEE Trans. Cybern., 2022

ABSSNet: Attention-Based Spatial Segmentation Network for Traffic Scene Understanding.
IEEE Trans. Cybern., 2022

Locality Adaptive Discriminant Analysis Framework.
IEEE Trans. Cybern., 2022

Relation Regularized Scene Graph Generation.
IEEE Trans. Cybern., 2022

Learning Adaptive Target-and-Surrounding Soft Mask for Correlation Filter Based Visual Tracking.
IEEE Trans. Circuits Syst. Video Technol., 2022

Real-Time Video Emotion Recognition Based on Reinforcement Learning and Domain Knowledge.
IEEE Trans. Circuits Syst. Video Technol., 2022

Spatio-Temporal Online Matrix Factorization for Multi-Scale Moving Objects Detection.
IEEE Trans. Circuits Syst. Video Technol., 2022

Balanced Graph Cut With Exponential Inter-Cluster Compactness.
IEEE Trans. Artif. Intell., 2022

Context and Difference Enhancement Network for Change Detection.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

Fast Adaptive Local Subspace Learning With Regressive Regularization.
IEEE Signal Process. Lett., 2022

A general soft-balanced clustering framework based on a novel balance regularizer.
Signal Process., 2022

Eagle-Eye-Inspired Attention for Object Detection in Remote Sensing.
Remote. Sens., 2022

Locality Constrained Low Rank Representation and Automatic Dictionary Learning for Hyperspectral Anomaly Detection.
Remote. Sens., 2022

Global Multi-Scale Information Fusion for Multi-Class Object Counting in Remote Sensing Images.
Remote. Sens., 2022

Covered Style Mining via Generative Adversarial Networks for Face Anti-spoofing.
Pattern Recognit., 2022

An attention-based framework for multi-view clustering on Grassmann manifold.
Pattern Recognit., 2022

Adaptive-order proximity learning for graph-based clustering.
Pattern Recognit., 2022

Entropy regularization for unsupervised clustering with adaptive neighbors.
Pattern Recognit., 2022

Self-weighting multi-view spectral clustering based on nuclear norm.
Pattern Recognit., 2022

Segmentation information with attention integration for classification of breast tumor in ultrasound image.
Pattern Recognit., 2022

Self-weighted learning framework for adaptive locality discriminant analysis.
Pattern Recognit., 2022

Reconstructive Sequence-Graph Network for Video Summarization.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Ratio Sum Versus Sum Ratio for Linear Discriminant Analysis.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Robust Bi-Stochastic Graph Regularized Matrix Factorization for Data Clustering.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Gradient Matters: Designing Binarized Neural Networks via Enhanced Information-Flow.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Fast Locality Discriminant Analysis With Adaptive Manifold Embedding.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Coordinate Descent Method for $k$k-means.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Truncated Robust Principle Component Analysis With A General Optimization Framework.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Adaptive Graph Auto-Encoder for General Data Clustering.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Multiview Clustering: A Scalable and Parameter-Free Bipartite Graph Fusion Method.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Robust kernel principal component analysis with optimal mean.
Neural Networks, 2022

Unsupervised Hyperspectral Band Selection Based on Hypergraph Spectral Clustering.
IEEE Geosci. Remote. Sens. Lett., 2022

Fast unsupervised embedding learning with anchor-based graph.
Inf. Sci., 2022

Multi-view clustering with adaptive procrustes on Grassmann manifold.
Inf. Sci., 2022

Human action recognition by multiple spatial clues network.
Neurocomputing, 2022

Improving projected fuzzy K-means clustering via robust learning.
Neurocomputing, 2022

Hierarchical multimodal transformer to summarize videos.
Neurocomputing, 2022

Unified dual-label semi-supervised learning with top-<i>k</i> feature selection.
Neurocomputing, 2022

Knowledge tensor embedding framework with association enhancement for breast ultrasound diagnosis of limited labeled samples.
Neurocomputing, 2022

Capped ℓp-norm linear discriminant analysis for robust projections learning.
Neurocomputing, 2022

Reinforcement learning facilitates an optimal interaction intensity for cooperation.
Neurocomputing, 2022

When multi-view classification meets ensemble learning.
Neurocomputing, 2022

Semi-supervised learning based on intra-view heterogeneity and inter-view compatibility for image classification.
Neurocomputing, 2022

Multi-view clustering based on generalized low rank approximation.
Neurocomputing, 2022

Online association by continuous-discrete appearance similarity measurement for multi-object tracking.
Neurocomputing, 2022

Anatomical prior based vertebra modelling for reappearance of human spines.
Neurocomputing, 2022

Effect of state transition triggered by reinforcement learning in evolutionary prisoner's dilemma game.
Neurocomputing, 2022

Congested crowd instance localization with dilated convolutional swin transformer.
Neurocomputing, 2022

Improving 2D object detection with binocular images for outdoor surveillance.
Neurocomputing, 2022

Robust doubly stochastic graph clustering.
Neurocomputing, 2022

On the Global Solution of Soft k-Means.
CoRR, 2022

Counting Like Human: Anthropoid Crowd Counting on Modeling the Similarity of Objects.
CoRR, 2022

Deep Learning Based Two-dimensional Speaker Localization With Large Ad-hoc Microphone Arrays.
CoRR, 2022

Learning in Audio-visual Context: A Review, Analysis, and New Perspective.
CoRR, 2022

Deep Manifold Learning with Graph Mining.
CoRR, 2022

QSAN: A Near-term Achievable Quantum Self-Attention Network.
CoRR, 2022

Spatio-temporal Gait Feature with Adaptive Distance Alignment.
CoRR, 2022

Bio-inspired Multi-Sensory Pathway Network for Change Detection.
Cogn. Comput., 2022

Heterogeneous memory enhanced graph reasoning network for cross-modal retrieval.
Sci. China Inf. Sci., 2022

Ensemble of half-space trees for hyperspectral anomaly detection.
Sci. China Inf. Sci., 2022

Modelling the Dynamics of Regret Minimization in Large Agent Populations: a Master Equation Approach.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

A Formal Model for Multiagent Q-Learning Dynamics on Regular Graphs.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

A Unified Framework for Discrete Multi-kernel k-means with Kernel Diversity Regularization.
Proceedings of the 26th International Conference on Pattern Recognition, 2022

Multiple Kernel K-Means Clustering with Simultaneous Spectral Rotation.
Proceedings of the IEEE International Conference on Acoustics, 2022

Search to Pass Messages for Temporal Knowledge Graph Completion.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

Self-Paced and Discrete Multiple Kernel <i>k</i>-Means.
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

Scalable Multiple Kernel <i>k</i>-means Clustering.
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

2021
Data Clustering via Uncorrelated Ridge Regression.
IEEE Trans. Neural Networks Learn. Syst., 2021

Synchronous Fault-Tolerant Near-Optimal Control for Discrete-Time Nonlinear PE Game.
IEEE Trans. Neural Networks Learn. Syst., 2021

Unsupervised and Semisupervised Projection With Graph Optimization.
IEEE Trans. Neural Networks Learn. Syst., 2021

Autoencoder Constrained Clustering With Adaptive Neighbors.
IEEE Trans. Neural Networks Learn. Syst., 2021

Robust Matrix Factorization With Spectral Embedding.
IEEE Trans. Neural Networks Learn. Syst., 2021

Concept Factorization With Local Centroids.
IEEE Trans. Neural Networks Learn. Syst., 2021

Manifold Transfer Learning via Discriminant Regression Analysis.
IEEE Trans. Multim., 2021

Structured Graph Optimization for Unsupervised Feature Selection.
IEEE Trans. Knowl. Data Eng., 2021

Component-Based Feature Saliency for Clustering.
IEEE Trans. Knowl. Data Eng., 2021

Fast Semi-Supervised Learning With Optimal Bipartite Graph.
IEEE Trans. Knowl. Data Eng., 2021

Structured Graph Reconstruction for Scalable Clustering.
IEEE Trans. Knowl. Data Eng., 2021

A Gated Recurrent Network With Dual Classification Assistance for Smoke Semantic Segmentation.
IEEE Trans. Image Process., 2021

Hierarchical Edge Refinement Network for Saliency Detection.
IEEE Trans. Image Process., 2021

Multi-View Mouse Social Behaviour Recognition With Deep Graphic Model.
IEEE Trans. Image Process., 2021

Few-Shot Human-Object Interaction Recognition With Semantic-Guided Attentive Prototypes Network.
IEEE Trans. Image Process., 2021

Dense Prediction and Local Fusion of Superpixels: A Framework for Breast Anatomy Segmentation in Ultrasound Image With Scarce Data.
IEEE Trans. Instrum. Meas., 2021

TTH-RNN: Tensor-Train Hierarchical Recurrent Neural Network for Video Summarization.
IEEE Trans. Ind. Electron., 2021

C2DNDA: A Deep Framework for Nonlinear Dimensionality Reduction.
IEEE Trans. Ind. Electron., 2021

Hyperspectral Image Superresolution Using Spectrum and Feature Context.
IEEE Trans. Ind. Electron., 2021

SSR-NET: Spatial-Spectral Reconstruction Network for Hyperspectral and Multispectral Image Fusion.
IEEE Trans. Geosci. Remote. Sens., 2021

A Fast Neighborhood Grouping Method for Hyperspectral Band Selection.
IEEE Trans. Geosci. Remote. Sens., 2021

Word-Sentence Framework for Remote Sensing Image Captioning.
IEEE Trans. Geosci. Remote. Sens., 2021

Truncation Cross Entropy Loss for Remote Sensing Image Captioning.
IEEE Trans. Geosci. Remote. Sens., 2021

Hyperspectral and Multispectral Image Fusion via Nonlocal Low-Rank Tensor Approximation and Sparse Representation.
IEEE Trans. Geosci. Remote. Sens., 2021

Exploring the Relationship Between 2D/3D Convolution for Hyperspectral Image Super-Resolution.
IEEE Trans. Geosci. Remote. Sens., 2021

Semisupervised Band Selection With Graph Optimization for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2021

Regularized Regression With Fuzzy Membership Embedding for Unsupervised Feature Selection.
IEEE Trans. Fuzzy Syst., 2021

Reconstructing Heterogeneous Networks via Compressive Sensing and Clustering.
IEEE Trans. Emerg. Top. Comput. Intell., 2021

Deeply Encoding Stable Patterns From Contaminated Data for Scenery Image Recognition.
IEEE Trans. Cybern., 2021

Vision-to-Language Tasks Based on Attributes and Attention Mechanism.
IEEE Trans. Cybern., 2021

Efficient Selective Context Network for Accurate Object Detection.
IEEE Trans. Circuits Syst. Video Technol., 2021

Compact Interchannel Sampling Difference Descriptor for Color Texture Classification.
IEEE Trans. Circuits Syst. Video Technol., 2021

Tilt Correction Toward Building Detection of Remote Sensing Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Background Purification Framework With Extended Morphological Attribute Profile for Hyperspectral Anomaly Detection.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Feature Fusion for Multimodal Emotion Recognition Based on Deep Canonical Correlation Analysis.
IEEE Signal Process. Lett., 2021

Multi-View Clustering Based on Invisible Weights.
IEEE Signal Process. Lett., 2021

Adaptive Flexible Optimal Graph for Unsupervised Dimensionality Reduction.
IEEE Signal Process. Lett., 2021

Multi-Directional Multi-Label Learning.
Signal Process., 2021

Joint nonlinear feature selection and continuous values regression network.
Pattern Recognit. Lett., 2021

Local structured feature learning with dynamic maximum entropy graph.
Pattern Recognit., 2021

Weighted bilateral <i>K</i>-means algorithm for fast co-clustering and fast spectral clustering.
Pattern Recognit., 2021

Topological optimization of the DenseNet with pretrained-weights inheritance and genetic channel selection.
Pattern Recognit., 2021

Robust Multi-Task Learning With Flexible Manifold Constraint.
IEEE Trans. Pattern Anal. Mach. Intell., 2021

Large Graph Clustering With Simultaneous Spectral Embedding and Discretization.
IEEE Trans. Pattern Anal. Mach. Intell., 2021

NWPU-Crowd: A Large-Scale Benchmark for Crowd Counting and Localization.
IEEE Trans. Pattern Anal. Mach. Intell., 2021

Towards Robust Discriminative Projections Learning via Non-Greedy $\ell _{2, 1}$ℓ2, 1-Norm MinMax.
IEEE Trans. Pattern Anal. Mach. Intell., 2021

A semi-supervised zero-shot image classification method based on soft-target.
Neural Networks, 2021

Low Rank Regularization: A review.
Neural Networks, 2021

Denoising-Based Multiscale Feature Fusion for Remote Sensing Image Captioning.
IEEE Geosci. Remote. Sens. Lett., 2021

Fast local representation learning via adaptive anchor graph for image retrieval.
Inf. Sci., 2021

Matrix completion with column outliers and sparse noise.
Inf. Sci., 2021

Learning to hash based on angularly discriminative embedding.
Inf. Sci., 2021

Multilevel projections with adaptive neighbor graph for unsupervised multi-view feature selection.
Inf. Fusion, 2021

WRTRe: Weighted relative position transformer for joint entity and relation extraction.
Neurocomputing, 2021

Robust multi-view fuzzy clustering via softmin.
Neurocomputing, 2021

V-LPDR: Towards a unified framework for license plate detection, tracking, and recognition in real-world traffic videos.
Neurocomputing, 2021

Robust hyperspectral unmixing based on dual views with adaptive weights.
Neurocomputing, 2021

Multi-view clustering with interactive mechanism.
Neurocomputing, 2021

An Efficient Density-based clustering algorithm for face groping.
Neurocomputing, 2021

Density saliency for clustered building detection and population capacity estimation.
Neurocomputing, 2021

Two-stream network for infrared and visible images fusion.
Neurocomputing, 2021

Learning to detect anomaly events in crowd scenes from synthetic data.
Neurocomputing, 2021

Brain MRI super-resolution using coupled-projection residual network.
Neurocomputing, 2021

Adaptive Shrink-Mask for Text Detection.
CoRR, 2021

AnchorGAE: General Data Clustering via O(n) Bipartite Graph Convolution.
CoRR, 2021

Audio-visual Representation Learning for Anomaly Events Detection in Crowds.
CoRR, 2021

LDC-Net: A Unified Framework for Localization, Detection and Counting in Dense Crowds.
CoRR, 2021

Unsupervised Domain Adaptive Learning via Synthetic Data for Person Re-identification.
CoRR, 2021

Deep Contrastive Graph Representation via Adaptive Homotopy Learning.
CoRR, 2021

Non-Gradient Manifold Neural Network.
CoRR, 2021

EA-Net: Edge-Aware Network for Flow-based Video Frame Interpolation.
CoRR, 2021

Spatial-Spectral Clustering with Anchor Graph for Hyperspectral Image.
CoRR, 2021

Auto-weighted Multi-view Feature Selection with Graph Optimization.
CoRR, 2021

RayNet: Real-time Scene Arbitrary-shape Text Detection with Multiple Rays.
CoRR, 2021

Enhanced Principal Component Analysis under A Collaborative-Robust Framework.
CoRR, 2021

Multi-channel Deep Supervision for Crowd Counting.
CoRR, 2021

Weather GAN: Multi-Domain Weather Translation Using Generative Adversarial Networks.
CoRR, 2021

Ensemble and Random Collaborative Representation-Based Anomaly Detector for Hyperspectral Imagery.
CoRR, 2021

Triple discriminator generative adversarial network for zero-shot image classification.
Sci. China Inf. Sci., 2021

Third party interventions mitigate conflicts on interdependent networks.
Appl. Math. Comput., 2021

Tolerating Data Missing in Breast Cancer Diagnosis from Clinical Ultrasound Reports via Knowledge Graph Inference.
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

GSPL: A Succinct Kernel Model for Group-Sparse Projections Learning of Multiview Data.
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Discrete Multiple Kernel k-means.
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Spatial-Spectral Hyperspectral Image Classification Via Multiple Random Anchor Graphs Ensemble Learning.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Hyperspectral Image Super-Resolution via Multi-Domain Feature Learning.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Road Extraction from Satellite Image Via Auxiliary Road Location Prediction.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Multi-Domain Synchronous Refinement Network for Unsupervised Cross-Domain Person Re-Identification.
Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021

Progressive Spatio-Temporal Feature Extraction Model For Gait Recognition.
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Effective Gait Feature Extraction Using Temporal Fusion And Spatial Partial.
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Fast Local Representation Learning with Adaptive Anchor Graph.
Proceedings of the IEEE International Conference on Acoustics, 2021

A Rank-Constrained Clustering Algorithm with Adaptive Embedding.
Proceedings of the IEEE International Conference on Acoustics, 2021

Multiple Auxiliary Networks for Single Blind Image Deblurring.
Proceedings of the IEEE International Conference on Acoustics, 2021

Hyperspectral Image Super-Resolution Via Adjacent Spectral Fusion Strategy.
Proceedings of the IEEE International Conference on Acoustics, 2021

Dependence-Guided Multi-View Clustering.
Proceedings of the IEEE International Conference on Acoustics, 2021

Adaptive Feature Weight Learning For Robust Clustering Problem with Sparse Constraint.
Proceedings of the IEEE International Conference on Acoustics, 2021

New Tight Relaxations of Rank Minimization for Multi-Task Learning.
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

2020
OpenMRE: A Numerical Platform for MRE Study.
IEEE Trans. Syst. Man Cybern. Syst., 2020

Unsupervised Learning of Human Action Categories in Still Images with Deep Representations.
ACM Trans. Multim. Comput. Commun. Appl., 2020

Recovering Network Structures Based on Evolutionary Game Dynamics via Secure Dimensional Reduction.
IEEE Trans. Netw. Sci. Eng., 2020

Property-Constrained Dual Learning for Video Summarization.
IEEE Trans. Neural Networks Learn. Syst., 2020

Adaptive Robust Low-Rank 2-D Reconstruction With Steerable Sparsity.
IEEE Trans. Neural Networks Learn. Syst., 2020

SRSC: Selective, Robust, and Supervised Constrained Feature Representation for Image Classification.
IEEE Trans. Neural Networks Learn. Syst., 2020

Self-Weighted Clustering With Adaptive Neighbors.
IEEE Trans. Neural Networks Learn. Syst., 2020

Siamese Dilated Inception Hashing With Intra-Group Correlation Enhancement for Image Retrieval.
IEEE Trans. Neural Networks Learn. Syst., 2020

Discrete Deep Hashing With Ranking Optimization for Image Retrieval.
IEEE Trans. Neural Networks Learn. Syst., 2020

Supervised Dimensionality Reduction Methods via Recursive Regression.
IEEE Trans. Neural Networks Learn. Syst., 2020

Adaptive Hashing With Sparse Matrix Factorization.
IEEE Trans. Neural Networks Learn. Syst., 2020

Toward Compact ConvNets via Structure-Sparsity Regularized Filter Pruning.
IEEE Trans. Neural Networks Learn. Syst., 2020

Fast Semisupervised Learning With Bipartite Graph for Large-Scale Data.
IEEE Trans. Neural Networks Learn. Syst., 2020

Transferable Linear Discriminant Analysis.
IEEE Trans. Neural Networks Learn. Syst., 2020

Multi-View Scaling Support Vector Machines for Classification and Feature Selection.
IEEE Trans. Knowl. Data Eng., 2020

Parameter-Free Weighted Multi-View Projected Clustering with Structured Graph Learning.
IEEE Trans. Knowl. Data Eng., 2020

Multiview Semi-Supervised Learning Model for Image Classification.
IEEE Trans. Knowl. Data Eng., 2020

Semi-Supervised Learning with Auto-Weighting Feature and Adaptive Graph.
IEEE Trans. Knowl. Data Eng., 2020

Discrimination-Aware Projected Matrix Factorization.
IEEE Trans. Knowl. Data Eng., 2020

Adaptive Consistency Propagation Method for Graph Clustering.
IEEE Trans. Knowl. Data Eng., 2020

On Combining Biclustering Mining and AdaBoost for Breast Tumor Classification.
IEEE Trans. Knowl. Data Eng., 2020

Adaptive Local Linear Discriminant Analysis.
ACM Trans. Knowl. Discov. Data, 2020

Unsupervised Feature Selection Via Data Reconstruction and Side Information.
IEEE Trans. Image Process., 2020

A Wave-Shaped Deep Neural Network for Smoke Density Estimation.
IEEE Trans. Image Process., 2020

Siamese Local and Global Networks for Robust Face Tracking.
IEEE Trans. Image Process., 2020

Discriminative and Uncorrelated Feature Selection With Constrained Spectral Analysis in Unsupervised Learning.
IEEE Trans. Image Process., 2020

Hierarchical Feature Fusion Network for Salient Object Detection.
IEEE Trans. Image Process., 2020

Quantifying and Detecting Collective Motion in Crowd Scenes.
IEEE Trans. Image Process., 2020

Latent Elastic-Net Transfer Learning.
IEEE Trans. Image Process., 2020

Projective Double Reconstructions Based Dictionary Learning Algorithm for Cross-Domain Recognition.
IEEE Trans. Image Process., 2020

Taking a Look at Small-Scale Pedestrians and Occluded Pedestrians.
IEEE Trans. Image Process., 2020

Meta Learning for Task-Driven Video Summarization.
IEEE Trans. Ind. Electron., 2020

Hyperspectral Band Selection via Optimal Neighborhood Reconstruction.
IEEE Trans. Geosci. Remote. Sens., 2020

Multiple Features and Isolation Forest-Based Fast Anomaly Detector for Hyperspectral Imagery.
IEEE Trans. Geosci. Remote. Sens., 2020

Nonlocal Graph Convolutional Networks for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2020

Deep Fuzzy K-Means With Adaptive Loss and Entropy Regularization.
IEEE Trans. Fuzzy Syst., 2020

Automated Trading Point Forecasting Based on Bicluster Mining and Fuzzy Inference.
IEEE Trans. Fuzzy Syst., 2020

Canonical Correlation Analysis With L<sub>2, 1</sub>-Norm for Multiview Data Representation.
IEEE Trans. Cybern., 2020

Ternary Adversarial Networks With Self-Supervision for Zero-Shot Cross-Modal Retrieval.
IEEE Trans. Cybern., 2020

Spectral Clustering by Joint Spectral Embedding and Spectral Rotation.
IEEE Trans. Cybern., 2020

Submanifold-Preserving Discriminant Analysis With an Auto-Optimized Graph.
IEEE Trans. Cybern., 2020

Robust Flexible Preserving Embedding.
IEEE Trans. Cybern., 2020

Unsupervised Video Action Clustering via Motion-Scene Interaction Constraint.
IEEE Trans. Circuits Syst. Video Technol., 2020

A Survey of Human Action Analysis in HRI Applications.
IEEE Trans. Circuits Syst. Video Technol., 2020

Video Summarization With Attention-Based Encoder-Decoder Networks.
IEEE Trans. Circuits Syst. Video Technol., 2020

Double Relaxed Regression for Image Classification.
IEEE Trans. Circuits Syst. Video Technol., 2020

PCC Net: Perspective Crowd Counting via Spatial Convolutional Network.
IEEE Trans. Circuits Syst. Video Technol., 2020

High-Level Semantic Networks for Multi-Scale Object Detection.
IEEE Trans. Circuits Syst. Video Technol., 2020

Double-Attentive Principle Component Analysis.
IEEE Signal Process. Lett., 2020

Capped ℓ<sub>p</sub>-Norm LDA for Outliers Robust Dimension Reduction.
IEEE Signal Process. Lett., 2020

Mixed 2D/3D Convolutional Network for Hyperspectral Image Super-Resolution.
Remote. Sens., 2020

Cross-modal guidance based auto-encoder for multi-video summarization.
Pattern Recognit. Lett., 2020

Stacked squeeze-and-excitation recurrent residual network for visual-semantic matching.
Pattern Recognit., 2020

Auto-weighted multi-view co-clustering via fast matrix factorization.
Pattern Recognit., 2020

Supervised deep hashing with a joint deep network.
Pattern Recognit., 2020

Detecting Coherent Groups in Crowd Scenes by Multiview Clustering.
IEEE Trans. Pattern Anal. Mach. Intell., 2020

Low-rank discriminative regression learning for image classification.
Neural Networks, 2020

Segmentation of breast ultrasound image with semantic classification of superpixels.
Medical Image Anal., 2020

Hyperspectral and Multispectral Image Fusion Based on Band Simulation.
IEEE Geosci. Remote. Sens. Lett., 2020

Multi-view spectral clustering via integrating nonnegative embedding and spectral embedding.
Inf. Fusion, 2020

Learning blur invariant binary descriptor for face recognition.
Neurocomputing, 2020

Deep reinforcement learning based lane detection and localization.
Neurocomputing, 2020

Auto-weighted multi-view clustering via spectral embedding.
Neurocomputing, 2020

Decision Tree SVM: An extension of linear SVM for non-linear classification.
Neurocomputing, 2020

Toward improving ECG biometric identification using cascaded convolutional neural networks.
Neurocomputing, 2020

Classification of breast ultrasound with human-rating BI-RADS scores using mined diagnostic patterns and optimized neuro-network.
Neurocomputing, 2020

Multi-view spectral clustering via sparse graph learning.
Neurocomputing, 2020

Ultrasound image de-speckling by a hybrid deep network with transferred filtering and structural prior.
Neurocomputing, 2020

Sparse PCA via $l_{2, p}$-Norm Regularization for Unsupervised Feature Selection.
CoRR, 2020

BOTD: Bold Outline Text Detector.
CoRR, 2020

Muti-view Mouse Social Behaviour Recognition with Deep Graphical Model.
CoRR, 2020

Graph Convolutional Auto-encoder with Bi-decoder and Adaptive-sharing Adjacency.
CoRR, 2020

Embedding Graph Auto-Encoder with Joint Clustering via Adjacency Sharing.
CoRR, 2020

A novel route to cyclic dominance in voluntary social dilemmas.
CoRR, 2020

Spatial-Spectral Residual Network for Hyperspectral Image Super-Resolution.
CoRR, 2020

NWPU-Crowd: A Large-Scale Benchmark for Crowd Counting.
CoRR, 2020

An evolutionary autoencoder for dynamic community detection.
Sci. China Inf. Sci., 2020

Inferring subgroup-specific driver genes from heterogeneous cancer samples via subspace learning with subgroup indication.
Bioinform., 2020

Vaccination behavior by coupling the epidemic spreading with the human decision under the game theory.
Appl. Math. Comput., 2020

Exploring Multi-Level Attention and Semantic Relationship for Remote Sensing Image Captioning.
IEEE Access, 2020

Efficient Clustering Based On A Unified View Of $K$-means And Ratio-cut.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Discriminative Feature Selection via A Structured Sparse Subspace Learning Module.
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Semi-supervised Clustering via Pairwise Constrained Optimal Graph.
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Hyperspectral and Multispectral Image Fusion Using Non-Convex Relaxation Low Rank and Total Variation Regularization.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Relationships Excavating of Augmented Feature for Remote Sensing Scene Classification.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

MFI: Multi-range Feature Interchange for Video Action Recognition.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

EQ-LPR: Efficient Quality-Aware License Plate Recognition.
Proceedings of the IEEE International Conference on Image Processing, 2020

IQ-STAN: Image Quality Guided Spatio-Temporal Attention Network for License Plate Recognition.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Deep Meta-Relation Network for Visual Few-Shot Learning.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Multi-View Clustering Via Mixed Embedding Approximation.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Revisiting Fast Spectral Clustering with Anchor Graph.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Deep Metric Learning Based On Center-Ranked Loss for Gait Recognition.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Robust Rank Constrained Sparse Learning: A Graph-Based Method for Clustering.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Pixel-Level Self-Paced Learning For Super-Resolution.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

KALM: Key Area Localization Mechanism for Abnormality Detection in Musculoskeletal Radiographs.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Fast Clustering With Co-Clustering Via Discrete Non-Negative Matrix Factorization for Image Identification.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

A Flow Base Bi-path Network for Cross-Scene Video Crowd Understanding in Aerial View.
Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020


BidNet: Binocular Image Dehazing Without Explicit Disparity Estimation.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

SGAP-Net: Semantic-Guided Attentive Prototypes Network for Few-Shot Human-Object Interaction Recognition.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Robust Hierarchical Deep Learning for Vehicular Management.
IEEE Trans. Veh. Technol., 2019

Unsupervised Feature Selection via Adaptive Multimeasure Fusion.
IEEE Trans. Neural Networks Learn. Syst., 2019

Semisupervised Learning With Parameter-Free Similarity of Label and Side Information.
IEEE Trans. Neural Networks Learn. Syst., 2019

Face Sketch Synthesis by Multidomain Adversarial Learning.
IEEE Trans. Neural Networks Learn. Syst., 2019

Hierarchical Feature Selection for Random Projection.
IEEE Trans. Neural Networks Learn. Syst., 2019

Spectral Embedded Adaptive Neighbors Clustering.
IEEE Trans. Neural Networks Learn. Syst., 2019

From Deterministic to Generative: Multimodal Stochastic RNNs for Video Captioning.
IEEE Trans. Neural Networks Learn. Syst., 2019

Generalized Uncorrelated Regression with Adaptive Graph for Unsupervised Feature Selection.
IEEE Trans. Neural Networks Learn. Syst., 2019

Robust Subspace Clustering by Cauchy Loss Function.
IEEE Trans. Neural Networks Learn. Syst., 2019

Self-Tuned Discrimination-Aware Method for Unsupervised Feature Selection.
IEEE Trans. Neural Networks Learn. Syst., 2019

Flexible Affinity Matrix Learning for Unsupervised and Semisupervised Classification.
IEEE Trans. Neural Networks Learn. Syst., 2019

Deep Binary Reconstruction for Cross-Modal Hashing.
IEEE Trans. Multim., 2019

Efficient Feature Selection via $\ell _{2, 0}$ℓ2, 0-norm Constrained Sparse Regression.
IEEE Trans. Knowl. Data Eng., 2019

CAM-RNN: Co-Attention Model Based RNN for Video Captioning.
IEEE Trans. Image Process., 2019

Joint Learning of Fuzzy k-Means and Nonnegative Spectral Clustering With Side Information.
IEEE Trans. Image Process., 2019

Weakly Supervised Adversarial Domain Adaptation for Semantic Segmentation in Urban Scenes.
IEEE Trans. Image Process., 2019

Robust Multiple Rank-k Bilinear Projections for Unsupervised Learning.
IEEE Trans. Image Process., 2019

A General Framework for Auto-Weighted Feature Selection via Global Redundancy Minimization.
IEEE Trans. Image Process., 2019

Matrix Completion Based on Non-Convex Low-Rank Approximation.
IEEE Trans. Image Process., 2019

Discrete Spectral Hashing for Efficient Similarity Retrieval.
IEEE Trans. Image Process., 2019

Robotic Arm Based Automatic Ultrasound Scanning for Three-Dimensional Imaging.
IEEE Trans. Ind. Informatics, 2019

Similarity Constrained Convex Nonnegative Matrix Factorization for Hyperspectral Anomaly Detection.
IEEE Trans. Geosci. Remote. Sens., 2019

A Classification-Based Model for Multi-Objective Hyperspectral Sparse Unmixing.
IEEE Trans. Geosci. Remote. Sens., 2019

Scalable Graph-Based Clustering With Nonnegative Relaxation for Large Hyperspectral Image.
IEEE Trans. Geosci. Remote. Sens., 2019

GETNET: A General End-to-End 2-D CNN Framework for Hyperspectral Image Change Detection.
IEEE Trans. Geosci. Remote. Sens., 2019

Scene Classification With Recurrent Attention of VHR Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2019

Locality and Structure Regularized Low Rank Representation for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2019

Bi-Phase Evolutionary Searching for Biclusters in Gene Expression Data.
IEEE Trans. Evol. Comput., 2019

A Hybrid Level Set With Semantic Shape Constraint for Object Segmentation.
IEEE Trans. Cybern., 2019

Low-Rank 2-D Neighborhood Preserving Projection for Enhanced Robust Image Representation.
IEEE Trans. Cybern., 2019

Describing Video With Attention-Based Bidirectional LSTM.
IEEE Trans. Cybern., 2019

Visual Haze Removal by a Unified Generative Adversarial Network.
IEEE Trans. Circuits Syst. Video Technol., 2019

Horizontal and Vertical Nuclear Norm-Based 2DLDA for Image Representation.
IEEE Trans. Circuits Syst. Video Technol., 2019

Structurally Incoherent Low-Rank 2DLPP for Image Classification.
IEEE Trans. Circuits Syst. Video Technol., 2019

Long-Short-Term Features for Dynamic Scene Classification.
IEEE Trans. Circuits Syst. Video Technol., 2019

Multiscale Symmetric Dense Micro-Block Difference for Texture Classification.
IEEE Trans. Circuits Syst. Video Technol., 2019

A Bilinear Ranking SVM for Knowledge Based Relation Prediction and Classification.
IEEE Trans. Big Data, 2019

Hyperspectral Band Selection via Adaptive Subspace Partition Strategy.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019

Fusion by synthesizing: A multi-view deep neural network for zero-shot recognition.
Signal Process., 2019

Unsupervised Deep Noise Modeling for Hyperspectral Image Change Detection.
Remote. Sens., 2019

An Efficient Clustering Method for Hyperspectral Optimal Band Selection via Shared Nearest Neighbor.
Remote. Sens., 2019

Weather recognition via classification labels and weather-cue maps.
Pattern Recognit., 2019

Exploiting spatial relation for fine-grained image classification.
Pattern Recognit., 2019

Stacked Fisher autoencoder for SAR change detection.
Pattern Recognit., 2019

Semantic Descriptions of High-Resolution Remote Sensing Images.
IEEE Geosci. Remote. Sens. Lett., 2019

Spatiotemporal interest point detector exploiting appearance and motion-variation information.
J. Electronic Imaging, 2019

Query-aware sparse coding for web multi-video summarization.
Inf. Sci., 2019

Feature selection with multi-view data: A survey.
Inf. Fusion, 2019

An efficient framework for unsupervised feature selection.
Neurocomputing, 2019

Deep smoke segmentation.
Neurocomputing, 2019

3G structure for image caption generation.
Neurocomputing, 2019

Bidirectional adaptive feature fusion for remote sensing scene classification.
Neurocomputing, 2019

Multi-video summarization with query-dependent weighted archetypal analysis.
Neurocomputing, 2019

Co-occurrence matching of local binary patterns for improving visual adaption and its application to smoke recognition.
IET Comput. Vis., 2019

Robust and Efficient Fuzzy C-Means Clustering Constrained on Flexible Sparsity.
CoRR, 2019

An Iteratively Re-weighted Method for Problems with Sparsity-Inducing Norms.
CoRR, 2019

Intrinsic Weight Learning Approach for Multi-view Clustering.
CoRR, 2019

GETNET: A General End-to-end Two-dimensional CNN Framework for Hyperspectral Image Change Detection.
CoRR, 2019

Learning Feature Sparse Principal Components.
CoRR, 2019

Towards Compact ConvNets via Structure-Sparsity Regularized Filter Pruning.
CoRR, 2019

Determination of Temporal Stock Investment Styles via Biclustering Trading Patterns.
Cogn. Comput., 2019

Automatic ultrasound scanning system based on robotic arm.
Sci. China Inf. Sci., 2019

The effect of multigame on cooperation in spatial network.
Appl. Math. Comput., 2019

A 3D-CNN and LSTM Based Multi-Task Learning Architecture for Action Recognition.
IEEE Access, 2019

Robust Adaptive Graph Regularized Non-Negative Matrix Factorization.
IEEE Access, 2019

Convolutional Edge Constraint-Based U-Net for Salient Object Detection.
IEEE Access, 2019

Capped $l_1$ -Norm Sparse Representation Method for Graph Clustering.
IEEE Access, 2019

K-Multiple-Means: A Multiple-Means Clustering Method with Specified K Clusters.
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

A Multi-Task Architecture for Remote Sensing by Joint Scene Classification and Image Quality Assessment.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Multi-Scale Cropping Mechanism for Remote Sensing Image Captioning.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

An Introspective Learning Strategy for Remote Sensing Scene Classification.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Feature Sparsity in Convolutional Neural Networks for Scene Classification of Remote Sensing Image.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Hierarchical Shot Detector.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Unsupervised Feature Selection Based on Reconstruction Error Minimization.
Proceedings of the IEEE International Conference on Acoustics, 2019

Dense Multimodal Fusion for Hierarchically Joint Representation.
Proceedings of the IEEE International Conference on Acoustics, 2019

Robust Subspace Clustering by Learning an Optimal Structured Bipartite Graph via Low-rank Representation.
Proceedings of the IEEE International Conference on Acoustics, 2019

A Three-Dimensional Quasi-static Ultrasound Strain Imaging System Using A 6-DoF Robotic Arm.
Proceedings of the 4th IEEE International Conference on Advanced Robotics and Mechatronics, 2019

Classification of liver tumors with CEUS based on 3D-CNN.
Proceedings of the 4th IEEE International Conference on Advanced Robotics and Mechatronics, 2019

Bi-Phase evolutionary biclustering algorithm with the NSGA-II algorithm.
Proceedings of the 4th IEEE International Conference on Advanced Robotics and Mechatronics, 2019

Deep Multimodal Clustering for Unsupervised Audiovisual Learning.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Listen to the Image.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Triply Supervised Decoder Networks for Joint Detection and Segmentation.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

A Unified Weight Learning Paradigm for Multi-view Learning.
Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019

2018
A new breast tumor ultrasonography CAD system based on decision tree and BI-RADS features.
World Wide Web, 2018

Discovery of trading points based on Bayesian modeling of trading rules.
World Wide Web, 2018

Efficient Outlier Detection for High-Dimensional Data.
IEEE Trans. Syst. Man Cybern. Syst., 2018

Self-Weighted Supervised Discriminative Feature Selection.
IEEE Trans. Neural Networks Learn. Syst., 2018

Efficient kNN Classification With Different Numbers of Nearest Neighbors.
IEEE Trans. Neural Networks Learn. Syst., 2018

Local Regression and Global Information-Embedded Dimension Reduction.
IEEE Trans. Neural Networks Learn. Syst., 2018

Identifying Objective and Subjective Words via Topic Modeling.
IEEE Trans. Neural Networks Learn. Syst., 2018

Rank-k 2-D Multinomial Logistic Regression for Matrix Data Classification.
IEEE Trans. Neural Networks Learn. Syst., 2018

Weakly Supervised Object Detection via Object-Specific Pixel Gradient.
IEEE Trans. Neural Networks Learn. Syst., 2018

Convolution in Convolution for Network in Network.
IEEE Trans. Neural Networks Learn. Syst., 2018

Learning to Predict Eye Fixations via Multiresolution Convolutional Neural Networks.
IEEE Trans. Neural Networks Learn. Syst., 2018

Person Reidentification Based on Elastic Projections.
IEEE Trans. Neural Networks Learn. Syst., 2018

Patch Alignment Manifold Matting.
IEEE Trans. Neural Networks Learn. Syst., 2018

SCE: A Manifold Regularized Set-Covering Method for Data Partitioning.
IEEE Trans. Neural Networks Learn. Syst., 2018

Cascaded Subpatch Networks for Effective CNNs.
IEEE Trans. Neural Networks Learn. Syst., 2018

Feature Combination via Clustering.
IEEE Trans. Neural Networks Learn. Syst., 2018

Matrix-Regularized Multiple Kernel Learning via (r, ~p) Norms.
IEEE Trans. Neural Networks Learn. Syst., 2018

Regularized Label Relaxation Linear Regression.
IEEE Trans. Neural Networks Learn. Syst., 2018

Approximate Low-Rank Projection Learning for Feature Extraction.
IEEE Trans. Neural Networks Learn. Syst., 2018

Unsupervised Salient Object Detection via Inferring From Imperfect Saliency Models.
IEEE Trans. Multim., 2018

2.5-D Extended Field-of-View Ultrasound.
IEEE Trans. Medical Imaging, 2018

A Review of Co-Saliency Detection Algorithms: Fundamentals, Applications, and Challenges.
ACM Trans. Intell. Syst. Technol., 2018

Discriminative and Orthogonal Subspace Constraints-Based Nonnegative Matrix Factorization.
ACM Trans. Intell. Syst. Technol., 2018

Perceptually Aware Image Retargeting for Mobile Devices.
IEEE Trans. Image Process., 2018

Auto-Weighted Multi-View Learning for Image Clustering and Semi-Supervised Classification.
IEEE Trans. Image Process., 2018

Structurally Incoherent Low-Rank Nonnegative Matrix Factorization for Image Classification.
IEEE Trans. Image Process., 2018

Hierarchical Recurrent Neural Hashing for Image Retrieval With Hierarchical Convolutional Features.
IEEE Trans. Image Process., 2018

Video Synopsis in Complex Situations.
IEEE Trans. Image Process., 2018

A Coarse-to-Fine Semi-Supervised Change Detection for Multispectral Images.
IEEE Trans. Geosci. Remote. Sens., 2018

Optimal Clustering Framework for Hyperspectral Band Selection.
IEEE Trans. Geosci. Remote. Sens., 2018

A Hybrid Sparsity and Distance-Based Discrimination Detector for Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens., 2018

Exploring Models and Data for Remote Sensing Image Caption Generation.
IEEE Trans. Geosci. Remote. Sens., 2018

Exploring Web Images to Enhance Skin Disease Analysis Under A Computer Vision Framework.
IEEE Trans. Cybern., 2018

Key Frame Extraction in the Summary Space.
IEEE Trans. Cybern., 2018

Superpixel-Based Foreground Extraction With Fast Adaptive Trimaps.
IEEE Trans. Cybern., 2018

Harmonious Genetic Clustering.
IEEE Trans. Cybern., 2018

CNNs-Based RGB-D Saliency Detection via Cross-View Transfer and Multiview Fusion.
IEEE Trans. Cybern., 2018

Object Discovery via Cohesion Measurement.
IEEE Trans. Cybern., 2018

Incremental Learning With Saliency Map for Moving Object Detection.
IEEE Trans. Circuits Syst. Video Technol., 2018

Learning Parts-Based and Global Representation for Image Classification.
IEEE Trans. Circuits Syst. Video Technol., 2018

A Feedback-Based Robust Video Stabilization Method for Traffic Videos.
IEEE Trans. Circuits Syst. Video Technol., 2018

Shape-Preserving Object Depth Control for Stereoscopic Images.
IEEE Trans. Circuits Syst. Video Technol., 2018

Fully Automatic Three-Dimensional Ultrasound Imaging Based on Conventional B-Scan.
IEEE Trans. Biomed. Circuits Syst., 2018

Secure and privacy-preserving data sharing in the cloud based on lossless image coding.
Signal Process., 2018

Hypergraph dominant set based multi-video summarization.
Signal Process., 2018

Discriminant Analysis with Graph Learning for Hyperspectral Image Classification.
Remote. Sens., 2018

Extreme-constrained spatial-spectral corner detector for image-level hyperspectral image classification.
Pattern Recognit. Lett., 2018

Auto-weighted 2-dimensional maximum margin criterion.
Pattern Recognit., 2018

Unsupervised image saliency detection with Gestalt-laws guided optimization and visual attention based refinement.
Pattern Recognit., 2018

Feedback mechanism based iterative metric learning for person re-identification.
Pattern Recognit., 2018

Zero-Shot Learning Using Synthesised Unseen Visual Data with Diffusion Regularisation.
IEEE Trans. Pattern Anal. Mach. Intell., 2018

Multi-modal gated recurrent units for image description.
Multim. Tools Appl., 2018

Few-shot decision tree for diagnosis of ultrasound breast tumor using BI-RADS features.
Multim. Tools Appl., 2018

Fast and Flexible Large Graph Embedding Based on Anchors.
IEEE J. Sel. Top. Signal Process., 2018

A CNN-RNN architecture for multi-label weather recognition.
Neurocomputing, 2018

Feature selection under regularized orthogonal least square regression with optimal scaling.
Neurocomputing, 2018

Facial feature point detection: A comprehensive survey.
Neurocomputing, 2018

Image hashing with color vector angle.
Neurocomputing, 2018

Structure preserving unsupervised feature selection.
Neurocomputing, 2018

Patient-specific ECG classification by deeper CNN from generic to dedicated.
Neurocomputing, 2018

Deep neural networks with Elastic Rectified Linear Units for object recognition.
Neurocomputing, 2018

Learning binary codes with local and inner data structure.
Neurocomputing, 2018

Subspace clustering guided convex nonnegative matrix factorization.
Neurocomputing, 2018

Adaptive Projected Matrix Factorization method for data clustering.
Neurocomputing, 2018

Randomly translational activation inspired by the input distributions of ReLU.
Neurocomputing, 2018

Dense Multimodal Fusion for Hierarchically Joint Representation.
CoRR, 2018

Deep LDA Hashing.
CoRR, 2018

A Comprehensive Survey for Low Rank Regularization.
CoRR, 2018

Deep Co-Clustering for Unsupervised Audiovisual Learning.
CoRR, 2018

Exploring Multi-Branch and High-Level Semantic Networks for Improving Pedestrian Detection.
CoRR, 2018

An investigation for loss functions widely used in machine learning.
Commun. Inf. Syst., 2018

A case-oriented web-based training system for breast cancer diagnosis.
Comput. Methods Programs Biomed., 2018

Two-stage local constrained sparse coding for fine-grained visual categorization.
Sci. China Inf. Sci., 2018

SalNet: Edge Constraint Based End-to-End Model for Salient Object Detection.
Proceedings of the Pattern Recognition and Computer Vision - First Chinese Conference, 2018

Multiview Clustering via Adaptively Weighted Procrustes.
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

Calibrated Multi-Task Learning.
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

Video Captioning with Tube Features.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Self-Representative Manifold Concept Factorization with Adaptive Neighbors for Clustering.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Nonrigid Points Alignment with Soft-weighted Selection.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Optimal Neighboring Reconstruction for Hyperspectral Band Selection.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

ROBUST PCANet for Hyperspectral Image Change Detection.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Attention Based Network for Remote Sensing Scene Classification.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Spectral-Spatial Hyperspectral Image Classification via Locality and Structure Constrained Low-Rank Representation.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Action Recognition by Jointly Using Video Proposal and Trajectory.
Proceedings of the 2nd International Conference on Vision, Image and Signal Processing, 2018

TLR: Transfer Latent Representation for Unsupervised Domain Adaptation.
Proceedings of the 2018 IEEE International Conference on Multimedia and Expo, 2018

VCF: Velocity Correlation Filter, Towards Space-Borne Satellite Video Tracking.
Proceedings of the 2018 IEEE International Conference on Multimedia and Expo, 2018

Unsupervised Feature Selection with Local Structure Learning.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Robust Low Rank Approxiamtion via Inliers Selection.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Locality-Based Discriminant Feature Selection with Trace Ratio.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Self-Weighted Adaptive Locality Discriminant Analysis.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Robust Adaptive Sparse Learning Method for Graph Clustering.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Feature Selection via Incorporating Stiefel Manifold in Relaxed K-Means.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

A Generalized Uncorrelated Ridge Regression with Nonnegative Labels for Unsupervised Feature Selection.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Directly Solving the Original Ratiocut Problem for Effective Data Clustering.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

The Application of Fuzzy Reasoning and Biclustering in Ultrasound Breast Tumor Classification.
Proceedings of the 3rd International Conference on Advanced Robotics and Mechatronics, 2018

HSA-RNN: Hierarchical Structure-Adaptive RNN for Video Summarization.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Embedding Fuzzy K-Means with Nonnegative Spectral Clustering via Incorporating Side Information.
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

A Regenerated Feature Extraction Method for Cross-modal Image Registration.
Proceedings of the Advances in Brain Inspired Cognitive Systems, 2018

Nonlocal Patch Based t-SVD for Image Inpainting: Algorithm and Error Analysis.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

PixelLink: Detecting Scene Text via Instance Segmentation.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
Secrecy-Optimized Resource Allocation for Device-to-Device Communication Underlaying Heterogeneous Networks.
IEEE Trans. Veh. Technol., 2017

Robust Joint Graph Sparse Coding for Unsupervised Spectral Feature Selection.
IEEE Trans. Neural Networks Learn. Syst., 2017

Coarse-to-Fine Learning for Single-Image Super-Resolution.
IEEE Trans. Neural Networks Learn. Syst., 2017

Regularized Class-Specific Subspace Classifier.
IEEE Trans. Neural Networks Learn. Syst., 2017

A Biologically Inspired Appearance Model for Robust Visual Tracking.
IEEE Trans. Neural Networks Learn. Syst., 2017

Modeling Disease Progression via Multisource Multitask Learners: A Case Study With Alzheimer's Disease.
IEEE Trans. Neural Networks Learn. Syst., 2017

Person Re-identification by Multi-hypergraph Fusion.
IEEE Trans. Neural Networks Learn. Syst., 2017

Graph PCA Hashing for Similarity Search.
IEEE Trans. Multim., 2017

Nuclear Norm-Based 2DLPP for Image Classification.
IEEE Trans. Multim., 2017

Overlapping Community Detection for Multimedia Social Networks.
IEEE Trans. Multim., 2017

Discrete Nonnegative Spectral Clustering.
IEEE Trans. Knowl. Data Eng., 2017

Modeling Information Diffusion over Social Networks for Temporal Dynamic Prediction.
IEEE Trans. Knowl. Data Eng., 2017

Learning Bregman Distance Functions for Structural Learning to Rank.
IEEE Trans. Knowl. Data Eng., 2017

Adaptive Multimedia Data Forwarding for Privacy Preservation in Vehicular Ad-Hoc Networks.
IEEE Trans. Intell. Transp. Syst., 2017

Learning <i>k</i> for kNN Classification.
ACM Trans. Intell. Syst. Technol., 2017

Large Sparse Cone Non-negative Matrix Factorization for Image Annotation.
ACM Trans. Intell. Syst. Technol., 2017

Refined-Graph Regularization-Based Nonnegative Matrix Factorization.
ACM Trans. Intell. Syst. Technol., 2017

Cost-Optimized Microblog Distribution over Geo-Distributed Data Centers: Insights from Cross-Media Analysis.
ACM Trans. Intell. Syst. Technol., 2017

Multifeature Anisotropic Orthogonal Gaussian Process for Automatic Age Estimation.
ACM Trans. Intell. Syst. Technol., 2017

Learning Discriminative Binary Codes for Large-scale Cross-modal Retrieval.
IEEE Trans. Image Process., 2017

Re-Weighted Discriminatively Embedded K-Means for Multi-View Clustering.
IEEE Trans. Image Process., 2017

Weakly Supervised Multimodal Kernel for Categorizing Aerial Photographs.
IEEE Trans. Image Process., 2017

Convex Multiview Semi-Supervised Classification.
IEEE Trans. Image Process., 2017

The Recognition of the Point Symbols in the Scanned Topographic Maps.
IEEE Trans. Image Process., 2017

Latent Semantic Minimal Hashing for Image Retrieval.
IEEE Trans. Image Process., 2017

A General Framework for Edited Video and Raw Video Summarization.
IEEE Trans. Image Process., 2017

Robust Web Image Annotation via Exploring Multi-Facet and Structural Knowledge.
IEEE Trans. Image Process., 2017

Heterogeneous Face Recognition: A Common Encoding Feature Discriminant Approach.
IEEE Trans. Image Process., 2017

Learning Multilayer Channel Features for Pedestrian Detection.
IEEE Trans. Image Process., 2017

Multiple Auxiliaries Assisted Airborne Power Line Detection.
IEEE Trans. Ind. Electron., 2017

Cascade Learning by Optimally Partitioning.
IEEE Trans. Cybern., 2017

Learning Sampling Distributions for Efficient Object Detection.
IEEE Trans. Cybern., 2017

Learning Instance Correlation Functions for Multilabel Classification.
IEEE Trans. Cybern., 2017

Template Deformation-Based 3-D Reconstruction of Full Human Body Scans From Low-Cost Depth Cameras.
IEEE Trans. Cybern., 2017

Constrained Low-Rank Learning Using Least Squares-Based Regularization.
IEEE Trans. Cybern., 2017

Graph Regularized Non-Negative Low-Rank Matrix Factorization for Image Clustering.
IEEE Trans. Cybern., 2017

Robust Sparse Coding for Mobile Image Labeling on the Cloud.
IEEE Trans. Circuits Syst. Video Technol., 2017

Nonnegative Discriminant Matrix Factorization.
IEEE Trans. Circuits Syst. Video Technol., 2017

On Combining Social Media and Spatial Technology for POI Cognition and Image Localization.
Proc. IEEE, 2017

Sparse Learning with Stochastic Composite Optimization.
IEEE Trans. Pattern Anal. Mach. Intell., 2017

Orthogonal self-guided similarity preserving projection for classification and clustering.
Neural Networks, 2017

Locality Adaptive Discriminant Analysis for Spectral-Spatial Classification of Hyperspectral Images.
IEEE Geosci. Remote. Sens. Lett., 2017

Collective Representation for Abnormal Event Detection.
J. Comput. Sci. Technol., 2017

Self-weighted spectral clustering with parameter-free constraint.
Neurocomputing, 2017

Latent semantic concept regularized model for blind image deconvolution.
Neurocomputing, 2017

From Deterministic to Generative: Multi-Modal Stochastic RNNs for Video Captioning.
CoRR, 2017

Query-Aware Sparse Coding for Multi-Video Summarization.
CoRR, 2017

Leveraging Spatial Context Disparity for Power Line Detection.
Cogn. Comput., 2017

Learning Tone Mapping Function for Dehazing.
Cogn. Comput., 2017

When Collaboration Hugs Intelligence: Content Delivery over Ultra-Dense Networks.
IEEE Commun. Mag., 2017

A generalized power iteration method for solving quadratic problem on the Stiefel manifold.
Sci. China Inf. Sci., 2017

Patch-based topic model for group detection.
Sci. China Inf. Sci., 2017

Survey of Spatio-Temporal Interest Point Detection Algorithms in Video.
IEEE Access, 2017

Hierarchical Recurrent Neural Network for Video Summarization.
Proceedings of the 2017 ACM on Multimedia Conference, 2017

FastShrinkage: Perceptually-aware Retargeting Toward Mobile Platforms.
Proceedings of the 2017 ACM on Multimedia Conference, 2017

A Multi-Task Framework for Weather Recognition.
Proceedings of the 2017 ACM on Multimedia Conference, 2017

Projected clustering via robust orthogonal least square regression with optimal scaling.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Self-weighted Multiview Clustering with Multiple Graphs.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

MAM-RNN: Multi-level Attention Model Based RNN for Video Captioning.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Locality Adaptive Discriminant Analysis.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Hyperspectral image band selection via global optimal clustering.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

A parallel linearized ADMM with application to multichannel tgv-based image restoration.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Image2song: Song Retrieval via Bridging Image Content and Lyric Words.
Proceedings of the IEEE International Conference on Computer Vision, 2017

Fast Spectral Clustering with efficient large graph construction.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Auto-weighted two-dimensional principal component analysis with robust outliers.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Semi-supervised classification via both label and side information.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Embedded clustering via robust orthogonal least square discriminant analysis.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Anchor-based group detection in crowd scenes.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

FFGS: Feature Fusion with Gating Structure for Image Caption Generation.
Proceedings of the Computer Vision - Second CCF Chinese Conference, 2017

Bidirectional Adaptive Feature Fusion for Remote Sensing Scene Classification.
Proceedings of the Computer Vision - Second CCF Chinese Conference, 2017

The pseudo-label scheme in breast tumor classification based on BI-RADS features.
Proceedings of the 10th International Congress on Image and Signal Processing, 2017

The application of BI-RADS feature in the ultrasound breast tumor CAD system.
Proceedings of the 10th International Congress on Image and Signal Processing, 2017

A Bayesian-adaboost model for stock trading rule discovery.
Proceedings of the 10th International Congress on Image and Signal Processing, 2017

Efficient Supervised Hashing via Exploring Local and Inner Data Structure.
Proceedings of the Databases Theory and Applications, 2017

Quantifying and Detecting Collective Motion by Manifold Learning.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

Parameter Free Large Margin Nearest Neighbor for Distance Metric Learning.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

Unsupervised Large Graph Embedding.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

Multi-View Clustering and Semi-Supervised Classification with Adaptive Neighbours.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

Balanced Clustering with Least Square Regression.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

Large Graph Hashing with Spectral Rotation.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

A Multiview-Based Parameter Free Framework for Group Detection.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

Bilateral k-Means Algorithm for Fast Co-Clustering.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016
Semantic Photo Retargeting Under Noisy Image Labels.
ACM Trans. Multim. Comput. Commun. Appl., 2016

Measuring Collectiveness via Refined Topological Similarity.
ACM Trans. Multim. Comput. Commun. Appl., 2016

Atom Decomposition with Adaptive Basis Selection Strategy for Matrix Completion.
ACM Trans. Multim. Comput. Commun. Appl., 2016

Scalable Linear Visual Feature Learning via Online Parallel Nonnegative Matrix Factorization.
IEEE Trans. Neural Networks Learn. Syst., 2016

Spatiochromatic Context Modeling for Color Saliency Analysis.
IEEE Trans. Neural Networks Learn. Syst., 2016

Image Categorization by Learning a Propagated Graphlet Path.
IEEE Trans. Neural Networks Learn. Syst., 2016

Shape-Constrained Sparse and Low-Rank Decomposition for Auroral Substorm Detection.
IEEE Trans. Neural Networks Learn. Syst., 2016

Multiple Representations-Based Face Sketch-Photo Synthesis.
IEEE Trans. Neural Networks Learn. Syst., 2016

Guest Editorial Special Section on Learning in Non-(geo)metric Spaces.
IEEE Trans. Neural Networks Learn. Syst., 2016

Similarity Constraints-Based Structured Output Regression Machine: An Approach to Image Super-Resolution.
IEEE Trans. Neural Networks Learn. Syst., 2016

DISC: Deep Image Saliency Computing via Progressive Representation Learning.
IEEE Trans. Neural Networks Learn. Syst., 2016

EIC Editorial.
IEEE Trans. Knowl. Data Eng., 2016

Mutual Component Analysis for Heterogeneous Face Recognition.
ACM Trans. Intell. Syst. Technol., 2016

Detecting Densely Distributed Graph Patterns for Fine-Grained Image Categorization.
IEEE Trans. Image Process., 2016

Discriminative Transfer Subspace Learning via Low-Rank and Sparse Representation.
IEEE Trans. Image Process., 2016

Query-Adaptive Reciprocal Hash Tables for Nearest Neighbor Search.
IEEE Trans. Image Process., 2016

Joint Multilabel Classification With Community-Aware Label Graph Learning.
IEEE Trans. Image Process., 2016

Surveillance Video Synopsis via Scaling Down Objects.
IEEE Trans. Image Process., 2016

Aging Face Recognition: A Hierarchical Learning Model Based on Local Patterns Selection.
IEEE Trans. Image Process., 2016

Spatiotemporal Statistics for Video Quality Assessment.
IEEE Trans. Image Process., 2016

SERF: A Simple, Effective, Robust, and Fast Image Super-Resolver From Cascaded Linear Regression.
IEEE Trans. Image Process., 2016

DSets-DBSCAN: A Parameter-Free Clustering Algorithm.
IEEE Trans. Image Process., 2016

Unsupervised 3D Local Feature Learning by Circle Convolutional Restricted Boltzmann Machine.
IEEE Trans. Image Process., 2016

Pedestrian Detection Inspired by Appearance Constancy and Shape Symmetry.
IEEE Trans. Image Process., 2016

Motion Blur Detection With an Indicator Function for Surveillance Machines.
IEEE Trans. Ind. Electron., 2016

Block-Row Sparse Multiview Multilabel Learning for Image Classification.
IEEE Trans. Cybern., 2016

Spectral Multimodal Hashing and Its Application to Multimedia Retrieval.
IEEE Trans. Cybern., 2016

Large-Scale Aerial Image Categorization Using a Multitask Topological Codebook.
IEEE Trans. Cybern., 2016

Weakly Supervised Human Fixations Prediction.
IEEE Trans. Cybern., 2016

Compact Structure Hashing via Sparse and Similarity Preserving Embedding.
IEEE Trans. Cybern., 2016

Weakly Supervised Multilabel Clustering and its Applications in Computer Vision.
IEEE Trans. Cybern., 2016

Principal Component 2-D Long Short-Term Memory for Font Recognition on Single Chinese Characters.
IEEE Trans. Cybern., 2016

A Local Structural Descriptor for Image Matching via Normalized Graph Laplacian Embedding.
IEEE Trans. Cybern., 2016

High-Order Energies for Stereo Segmentation.
IEEE Trans. Cybern., 2016

Classifying Discriminative Features for Blur Detection.
IEEE Trans. Cybern., 2016

Low-Rank Preserving Projections.
IEEE Trans. Cybern., 2016

Learning Spatio-Temporal Representations for Action Recognition: A Genetic Programming Approach.
IEEE Trans. Cybern., 2016

Block Principal Component Analysis With Nongreedy ℓ<sub>1</sub>-Norm Maximization.
IEEE Trans. Cybern., 2016

Two-Stage Learning to Predict Human Eye Fixations via SDAEs.
IEEE Trans. Cybern., 2016

Robust Semi-Supervised Subspace Clustering via Non-Negative Low-Rank Representation.
IEEE Trans. Cybern., 2016

Efficient and Robust Learning for Sustainable and Reacquisition-Enabled Hand Tracking.
IEEE Trans. Cybern., 2016

Pixel-to-Model Distance for Robust Background Reconstruction.
IEEE Trans. Circuits Syst. Video Technol., 2016

Superpixel Optimization Using Higher Order Energy.
IEEE Trans. Circuits Syst. Video Technol., 2016

Video Supervoxels Using Partially Absorbing Random Walks.
IEEE Trans. Circuits Syst. Video Technol., 2016

Joint Content Replication and Request Routing for Social Video Distribution Over Cloud CDN: A Community Clustering Method.
IEEE Trans. Circuits Syst. Video Technol., 2016

A-Optimal Projection for Image Representation.
IEEE Trans. Pattern Anal. Mach. Intell., 2016

Relay selection for wireless communications against eavesdropping: a security-reliability trade-off perspective.
IEEE Netw., 2016

Video parsing via spatiotemporally analysis with images.
Multim. Tools Appl., 2016

Fuzzy bag of words for social image description.
Multim. Tools Appl., 2016

Toward solving the Steiner travelling salesman problem on urban road maps using the branch decomposition of graphs.
Inf. Sci., 2016

Projective robust nonnegative factorization.
Inf. Sci., 2016

A parallel primal-dual splitting method for image restoration.
Inf. Sci., 2016

A parallel alternating direction method with application to compound l<sub>1</sub>-regularized imaging inverse problems.
Inf. Sci., 2016

Synthesized computational aesthetic evaluation of photos.
Neurocomputing, 2016

Speed up deep neural network based pedestrian detection by sharing features across multi-scale models.
Neurocomputing, 2016

Wireless and sensorless 3D ultrasound imaging.
Neurocomputing, 2016

Local structure learning in high resolution remote sensing image retrieval.
Neurocomputing, 2016

Detection of Co-salient Objects by Looking Deep and Wide.
Int. J. Comput. Vis., 2016

Recent Advances in Cloud Radio Access Networks: System Architectures, Key Techniques, and Open Issues.
IEEE Commun. Surv. Tutorials, 2016

Incrementally Detecting Moving Objects in Video with Sparsity and Connectivity.
Cogn. Comput., 2016

Regularized Taylor Echo State Networks for Predictive Control of Partially Observed Systems.
IEEE Access, 2016

Selective Level Set Segmentation Using Fuzzy Region Competition.
IEEE Access, 2016

A Low-Rank Tensor Decomposition Based Hyperspectral Image Compression Algorithm.
Proceedings of the Advances in Multimedia Information Processing - PCM 2016, 2016

Multimodal Learning via Exploring Deep Semantic Similarity.
Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

Non-Negative Matrix Factorization with Sinkhorn Distance.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Parameter-Free Auto-Weighted Multiple Graph Learning: A Framework for Multiview Clustering and Semi-Supervised Classification.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Towards Convolutional Neural Networks Compression via Global Error Reconstruction.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Temporal Multimodal Learning in Audiovisual Speech Recognition.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Robust object tracking via diverse templates.
Proceedings of the International Conference on Computer, 2016

Deep semantic understanding of high resolution remote sensing image.
Proceedings of the International Conference on Computer, 2016

Subspace Clustering by Capped l_1 l 1 Norm.
Proceedings of the Pattern Recognition - 7th Chinese Conference, 2016

Unsupervised Feature Selection with Structured Graph Optimization.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

New l1-Norm Relaxations and Optimizations for Graph Clustering.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015
Simultaneous Bidirectional Link Selection in Full Duplex MIMO Systems.
IEEE Trans. Wirel. Commun., 2015

Targeting Accurate Object Extraction From an Image: A Comprehensive Study of Natural Image Matting.
IEEE Trans. Neural Networks Learn. Syst., 2015

Learning a Tracking and Estimation Integrated Graphical Model for Human Pose Tracking.
IEEE Trans. Neural Networks Learn. Syst., 2015

Learning a Probabilistic Topology Discovering Model for Scene Categorization.
IEEE Trans. Neural Networks Learn. Syst., 2015

Transfer Learning for Visual Categorization: A Survey.
IEEE Trans. Neural Networks Learn. Syst., 2015

Blind Image Quality Assessment via Deep Learning.
IEEE Trans. Neural Networks Learn. Syst., 2015

Learning to Rank for Blind Image Quality Assessment.
IEEE Trans. Neural Networks Learn. Syst., 2015

Structured-Patch Optimization for Dense Correspondence.
IEEE Trans. Multim., 2015

Visual Tracking Using Strong Classifier and Structural Local Sparse Descriptors.
IEEE Trans. Multim., 2015

When Location Meets Social Multimedia: A Survey on Vision-Based Recognition and Mining for Geo-Social Multimedia Analytics.
ACM Trans. Intell. Syst. Technol., 2015

Nonnegative Multiresolution Representation-Based Texture Image Classification.
ACM Trans. Intell. Syst. Technol., 2015

Tracking Human Pose Using Max-Margin Markov Models.
IEEE Trans. Image Process., 2015

Learning Multiple Linear Mappings for Efficient Single Image Super-Resolution.
IEEE Trans. Image Process., 2015

An Efficient MRF Embedded Level Set Method for Image Segmentation.
IEEE Trans. Image Process., 2015

A Class of Manifold Regularized Multiplicative Update Algorithms for Image Clustering.
IEEE Trans. Image Process., 2015

Robust Video Object Cosegmentation.
IEEE Trans. Image Process., 2015

Learning Compact Feature Descriptor and Adaptive Matching Framework for Face Recognition.
IEEE Trans. Image Process., 2015

Relevance Preserving Projection and Ranking for Web Image Search Reranking.
IEEE Trans. Image Process., 2015

Learning a Nonnegative Sparse Graph for Linear Regression.
IEEE Trans. Image Process., 2015

Spatial-Aware Object-Level Saliency Prediction by Learning Graphlet Hierarchies.
IEEE Trans. Ind. Electron., 2015

A Fine-Grained Image Categorization System by Cellet-Encoded Spatial Pyramid Modeling.
IEEE Trans. Ind. Electron., 2015

Bezier Interpolation for 3-D Freehand Ultrasound.
IEEE Trans. Hum. Mach. Syst., 2015

A Variational Approach to Simultaneous Image Segmentation and Bias Correction.
IEEE Trans. Cybern., 2015

Image Classification With Densely Sampled Image Windows and Generalized Adaptive Multiple Kernel Learning.
IEEE Trans. Cybern., 2015

Person Reidentification by Minimum Classification Error-Based KISS Metric Learning.
IEEE Trans. Cybern., 2015

Robust Match Fusion Using Optimization.
IEEE Trans. Cybern., 2015

Truncation Error Analysis on Reconstruction of Signal From Unsymmetrical Local Average Sampling.
IEEE Trans. Cybern., 2015

Semi-Supervised Multitask Learning for Scene Recognition.
IEEE Trans. Cybern., 2015

Event-Based Media Enrichment Using an Adaptive Probabilistic Hypergraph Model.
IEEE Trans. Cybern., 2015

Large-Scale Unsupervised Hashing with Shared Structure Learning.
IEEE Trans. Cybern., 2015

Efficient Video Stitching Based on Fast Structure Deformation.
IEEE Trans. Cybern., 2015

Scene Parsing From an MAP Perspective.
IEEE Trans. Cybern., 2015

Biclustering Learning of Trading Rules.
IEEE Trans. Cybern., 2015

Mining Spatial-Temporal Patterns and Structural Sparsity for Human Motion Data Denoising.
IEEE Trans. Cybern., 2015

Texture Classification and Retrieval Using Shearlets and Linear Regression.
IEEE Trans. Cybern., 2015

Robust Visual Tracking Using Structurally Random Projection and Weighted Least Squares.
IEEE Trans. Circuits Syst. Video Technol., 2015

Accurate Normal and Reflectance Recovery Using Energy Optimization.
IEEE Trans. Circuits Syst. Video Technol., 2015

Robust Discrete Spectral Hashing for Large-Scale Image Semantic Indexing.
IEEE Trans. Big Data, 2015

A Robust Gradient-Based Algorithm to Correct Bias Fields of Brain MR Images.
IEEE Trans. Auton. Ment. Dev., 2015

A deep structure for human pose estimation.
Signal Process., 2015

Efficient object detection by prediction in 3D space.
Signal Process., 2015

Flexible sliding windows with adaptive pixel strides.
Signal Process., 2015

A novel visual codebook model based on fuzzy geometry for large-scale image classification.
Pattern Recognit., 2015

Toward an SDN-enabled big data platform for social TV analytics.
IEEE Netw., 2015

Evolutionary compact embedding for large-scale image classification.
Inf. Sci., 2015

Automatic segmentation of breast lesions for interaction in ultrasonic computer-aided diagnosis.
Inf. Sci., 2015

A level set method with shape priors by using locality preserving projections.
Neurocomputing, 2015

Sparse kernel entropy component analysis for dimensionality reduction of biomedical data.
Neurocomputing, 2015

Graph-based learning for segmentation of 3D ultrasound images.
Neurocomputing, 2015

Relay Selection for Wireless Communications Against Eavesdropping: A Security-Reliability Tradeoff Perspective.
CoRR, 2015

Moving Object Detection in Video Using Saliency Map and Subspace Learning.
CoRR, 2015

Learning Sampling Functions for Efficient Object Detection.
CoRR, 2015

A Survey of Sparse Representation: Algorithms and Applications.
IEEE Access, 2015

Visual Coding in a Semantic Hierarchy.
Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015

EMIF: Towards a Scalable and Effective Indexing Framework for Large Scale Music Retrieval.
Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, 2015

Multi-view Subspace Clustering.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

A maximum entropy feature descriptor for age invariant face recognition.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

How to represent scenes for classification?
Proceedings of the IEEE China Summit and International Conference on Signal and Information Processing, 2015

Superpixel fats for fast foreground extraction.
Proceedings of the IEEE China Summit and International Conference on Signal and Information Processing, 2015

Representative and diverse video summarization.
Proceedings of the IEEE China Summit and International Conference on Signal and Information Processing, 2015

2014
A Unified Learning Framework for Single Image Super-Resolution.
IEEE Trans. Neural Networks Learn. Syst., 2014

Learning Deep and Wide: A Spectral Method for Learning Deep Networks.
IEEE Trans. Neural Networks Learn. Syst., 2014

Feature Learning for Image Classification Via Multiobjective Genetic Programming.
IEEE Trans. Neural Networks Learn. Syst., 2014

Local Coordinate Concept Factorization for Image Representation.
IEEE Trans. Neural Networks Learn. Syst., 2014

Weakly Supervised Multi-Graph Learning for Robust Image Reranking.
IEEE Trans. Multim., 2014

Efficient Closed-Loop Multiple-View Registration.
IEEE Trans. Intell. Transp. Syst., 2014

Adaptive Shape Prior Constrained Level Sets for Bladder MR Image Segmentation.
IEEE J. Biomed. Health Informatics, 2014

A Probabilistic Associative Model for Segmenting Weakly Supervised Images.
IEEE Trans. Image Process., 2014

Fusion of Multichannel Local and Global Structural Cues for Photo Aesthetics Evaluation.
IEEE Trans. Image Process., 2014

Actively Learning Human Gaze Shifting Paths for Semantics-Aware Photo Cropping.
IEEE Trans. Image Process., 2014

Improving Level Set Method for Fast Auroral Oval Segmentation.
IEEE Trans. Image Process., 2014

Lazy Random Walks for Superpixel Segmentation.
IEEE Trans. Image Process., 2014

Rank Preserving Discriminant Analysis for Human Behavior Recognition on Wireless Sensor Networks.
IEEE Trans. Ind. Informatics, 2014

Contrast Enhancement-Based Forensics in Digital Images.
IEEE Trans. Inf. Forensics Secur., 2014

Spectral-Spatial Constraint Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2014

Integrating Conventional and Inverse Representation for Face Recognition.
IEEE Trans. Cybern., 2014

Data Uncertainty in Face Recognition.
IEEE Trans. Cybern., 2014

Topographic NMF for Data Representation.
IEEE Trans. Cybern., 2014

A Nonlinear Adaptive Level Set for Image Segmentation.
IEEE Trans. Cybern., 2014

Robust Hashing With Local Models for Approximate Similarity Search.
IEEE Trans. Cybern., 2014

Exposure Fusion Using Boosting Laplacian Pyramid.
IEEE Trans. Cybern., 2014

Spatio-Temporal Laplacian Pyramid Coding for Action Recognition.
IEEE Trans. Cybern., 2014

From Heuristic Optimization to Dictionary Learning: A Review and Comprehensive Comparison of Image Denoising Algorithms.
IEEE Trans. Cybern., 2014

Multiresolution Imaging.
IEEE Trans. Cybern., 2014

Facial Skin Beautification Using Adaptive Region-Aware Masks.
IEEE Trans. Cybern., 2014

Joint Embedding Learning and Sparse Regression: A Framework for Unsupervised Feature Selection.
IEEE Trans. Cybern., 2014

Image Annotation by Multiple-Instance Learning With Discriminative Feature Mapping and Selection.
IEEE Trans. Cybern., 2014

Flowing on Riemannian Manifold: Domain Adaptation by Shifting Covariance.
IEEE Trans. Cybern., 2014

Spectral Embedded Hashing for Scalable Image Retrieval.
IEEE Trans. Cybern., 2014

Interactive Segmentation Using Constrained Laplacian Optimization.
IEEE Trans. Circuits Syst. Video Technol., 2014

Efficient Search and Localization of Human Actions in Video Databases.
IEEE Trans. Circuits Syst. Video Technol., 2014

Pylon line spatial correlation assisted transmission line detection.
IEEE Trans. Aerosp. Electron. Syst., 2014

Object-aware power line detection using color and near-infrared images.
IEEE Trans. Aerosp. Electron. Syst., 2014

Adaptive fusion of particle filtering and spatio-temporal motion energy for human tracking.
Pattern Recognit., 2014

Realistic action recognition via sparsely-constructed Gaussian processes.
Pattern Recognit., 2014

Secrecy Outage and Diversity Analysis of Cognitive Radio Systems.
IEEE J. Sel. Areas Commun., 2014

Action recognition by spatio-temporal oriented energies.
Inf. Sci., 2014

Re-texturing by intrinsic video.
Inf. Sci., 2014

GA-SIFT: A new scale invariant feature transform for multispectral image using geometric algebra.
Inf. Sci., 2014

Integrate the original face image and its mirror image for face recognition.
Neurocomputing, 2014

Shrink image by feature matrix decomposition.
Neurocomputing, 2014

Power line detection from optical images.
Neurocomputing, 2014

Group sparse reconstruction for image segmentation.
Neurocomputing, 2014

Optimized graph-based segmentation for ultrasound images.
Neurocomputing, 2014

Image esthetic assessment using both hand-crafting and semantic features.
Neurocomputing, 2014

Locality and similarity preserving embedding for feature selection.
Neurocomputing, 2014

Hierarchical incorporation of shape and shape dynamics for flying bird detection.
Neurocomputing, 2014

A Comprehensive Survey to Face Hallucination.
Int. J. Comput. Vis., 2014

Dayside aurora classification via BIFs-based sparse representation using manifold learning.
Int. J. Comput. Math., 2014

Toward Multiscreen Social TV with Geolocation-Aware Social Sense.
IEEE Multim., 2014

Efficient dictionary learning for visual categorization.
Comput. Vis. Image Underst., 2014

Facial Feature Point Detection: A Comprehensive Survey.
CoRR, 2014

Toward Scalable Systems for Big Data Analytics: A Technology Tutorial.
IEEE Access, 2014

Toward a biometric-aware cloud service engine for multi-screen video applications.
Proceedings of the ACM SIGCOMM 2014 Conference, 2014

A new sparse feature-based patch for dense correspondence.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2014

Learning to detect stereo saliency.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2014

Hyperspectral biological images compression based on multiway tensor projection.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2014

Learning Hash Functions Using Sparse Reconstruction.
Proceedings of the International Conference on Internet Multimedia Computing and Service, 2014

Person Re-identification by Bidirectional Projection.
Proceedings of the International Conference on Internet Multimedia Computing and Service, 2014

Image super-resolution using multi-layer support vector regression.
Proceedings of the IEEE International Conference on Acoustics, 2014

Message from Technical Chairs.
Proceedings of the IEEE China Summit & International Conference on Signal and Information Processing, 2014

2013
Single Image Super-Resolution With Multiscale Similarity Learning.
IEEE Trans. Neural Networks Learn. Syst., 2013

Transductive Face Sketch-Photo Synthesis.
IEEE Trans. Neural Networks Learn. Syst., 2013

Ranking Graph Embedding for Learning to Rerank.
IEEE Trans. Neural Networks Learn. Syst., 2013

Universal Blind Image Quality Assessment Metrics Via Natural Scene Statistics and Multiple Kernel Learning.
IEEE Trans. Neural Networks Learn. Syst., 2013

Hessian Regularized Support Vector Machines for Mobile Image Annotation on the Cloud.
IEEE Trans. Multim., 2013

Visual-Textual Joint Relevance Learning for Tag-Based Social Image Search.
IEEE Trans. Image Process., 2013

Manifold Regularized Sparse NMF for Hyperspectral Unmixing.
IEEE Trans. Geosci. Remote. Sens., 2013

Joint Optimization Toward Effective and Efficient Image Search.
IEEE Trans. Cybern., 2013

Saliency Detection by Multiple-Instance Learning.
IEEE Trans. Cybern., 2013

LDFT-Based Watermarking Resilient to Local Desynchronization Attacks.
IEEE Trans. Cybern., 2013

Rank Preserving Sparse Learning for Kinect Based Scene Classification.
IEEE Trans. Cybern., 2013

Intrinsic Image Decomposition Using Optimization and User Scribbles.
IEEE Trans. Cybern., 2013

Depth-Aware Image Seam Carving.
IEEE Trans. Cybern., 2013

Spectral Segmentation via Midlevel Cues Integrating Geodesic and Intensity.
IEEE Trans. Cybern., 2013

Learning Discriminative Key Poses for Action Recognition.
IEEE Trans. Cybern., 2013

Linear Tracking for 3-D Medical Ultrasound Imaging.
IEEE Trans. Cybern., 2013

Error Analysis of Stochastic Gradient Descent Ranking.
IEEE Trans. Cybern., 2013

Embedding Motion and Structure Features for Action Recognition.
IEEE Trans. Circuits Syst. Video Technol., 2013

Person Re-Identification by Regularized Smoothing KISS Metric Learning.
IEEE Trans. Circuits Syst. Video Technol., 2013

Prostate Segmentation in MR Images Using Discriminant Boundary Features.
IEEE Trans. Biomed. Eng., 2013

Multi-spectral saliency detection.
Pattern Recognit. Lett., 2013

Heterogeneous image transformation.
Pattern Recognit. Lett., 2013

Biview face recognition in the shape-texture domain.
Pattern Recognit., 2013

Visual saliency detection using information divergence.
Pattern Recognit., 2013

Fast and Accurate Matrix Completion via Truncated Nuclear Norm Regularization.
IEEE Trans. Pattern Anal. Mach. Intell., 2013

Greedy regression in sparse coding space for single-image super-resolution.
J. Vis. Commun. Image Represent., 2013

Transfer learning for pedestrian detection.
Neurocomputing, 2013

Tracking vehicles as groups in airborne videos.
Neurocomputing, 2013

Mean shift based gradient vector flow for image segmentation.
Comput. Vis. Image Underst., 2013

Global structure constrained local shape prior estimation for medical image segmentation.
Comput. Vis. Image Underst., 2013

Cloud3DView: an interactive tool for cloud data center operations.
Proceedings of the ACM SIGCOMM 2013 Conference, 2013

An adaptive and effective single image dehazing algorithm based on dark channel prior.
Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2013

A novel rain detection and removal approach using guided filtering and formation modeling.
Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2013

A novel segmentation guided approach for single image dehazing.
Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2013

What's the Role of Image Matting in Image Segmentation?
Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2013

Building holistic descriptors for scene recognition: a multi-objective genetic programming approach.
Proceedings of the ACM Multimedia Conference, 2013

A Level Set with Shape Priors Using Moment-Based Alignment and Locality Preserving Projections.
Proceedings of the Intelligence Science and Big Data Engineering, 2013

Image super-resolution via non-local steering kernel regression regularization.
Proceedings of the IEEE International Conference on Image Processing, 2013

Saliency Cut in Stereo Images.
Proceedings of the 2013 IEEE International Conference on Computer Vision Workshops, 2013

Complementary Projection Hashing.
Proceedings of the IEEE International Conference on Computer Vision, 2013

Compressed Hashing.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

2012
Image Quality Assessment - A Multiscale Geometric Analysis-Based Framework and Examples.
Proceedings of the Handbook of Natural Computing, 2012

Detection of Sudden Pedestrian Crossings for Driving Assistance Systems.
IEEE Trans. Syst. Man Cybern. Part B, 2012

Multivariate Multilinear Regression.
IEEE Trans. Syst. Man Cybern. Part B, 2012

Initialization Independent Clustering With Actively Self-Training Method.
IEEE Trans. Syst. Man Cybern. Part B, 2012

Robust Alternative Minimization for Matrix Completion.
IEEE Trans. Syst. Man Cybern. Part B, 2012

Segmenting Human From Photo Images Based on a Coarse-to-Fine Scheme.
IEEE Trans. Syst. Man Cybern. Part B, 2012

Neural Networks and Learning Systems Come Together.
IEEE Trans. Neural Networks Learn. Syst., 2012

Nonrigid Structure-From-Motion From 2-D Images Using Markov Chain Monte Carlo.
IEEE Trans. Multim., 2012

An Improved Nyquist-Shannon Irregular Sampling Theorem From Local Averages.
IEEE Trans. Inf. Theory, 2012

Single Image Super-Resolution With Non-Local Means and Steering Kernel Regression.
IEEE Trans. Image Process., 2012

Image Super-Resolution With Sparse Neighbor Embedding.
IEEE Trans. Image Process., 2012

Joint Learning for Single-Image Super-Resolution via a Coupled Constraint.
IEEE Trans. Image Process., 2012

Robust Reversible Watermarking via Clustering and Enhanced Pixel-Wise Masking.
IEEE Trans. Image Process., 2012

Selecting Key Poses on Manifold for Pairwise Action Recognition.
IEEE Trans. Ind. Informatics, 2012

Face Sketch-Photo Synthesis and Retrieval Using Sparse Representation.
IEEE Trans. Circuits Syst. Video Technol., 2012

Visual Attention Accelerated Vehicle Detection in Low-Altitude Airborne Video of Urban Environment.
IEEE Trans. Circuits Syst. Video Technol., 2012

Parallelized Evolutionary Learning for Detection of Biclusters in Gene Expression Data.
IEEE ACM Trans. Comput. Biol. Bioinform., 2012

A probabilistic model for image representation via multiple patterns.
Pattern Recognit., 2012

Constrained Nonnegative Matrix Factorization for Image Representation.
IEEE Trans. Pattern Anal. Mach. Intell., 2012

Vehicle detection and tracking in airborne videos by multi-motion layer analysis.
Mach. Vis. Appl., 2012

Color Fractal Structure Model for Reduced-Reference Colorful Image Quality Assessment.
Proceedings of the Neural Information Processing - 19th International Conference, 2012

Local Structure Divergence Index for Image Quality Assessment.
Proceedings of the Neural Information Processing - 19th International Conference, 2012

Coupled Directional Level Set for MR Image Segmentation.
Proceedings of the 11th International Conference on Machine Learning and Applications, 2012

Multi-atlas Based Image Selection with Label Image Constraint.
Proceedings of the 11th International Conference on Machine Learning and Applications, 2012

A biological inspired features based saliency map.
Proceedings of the International Conference on Computing, Networking and Communications, 2012

Beyond Spatial Pyramids: A New Feature Extraction Framework with Dense Spatial Sampling for Image Classification.
Proceedings of the Computer Vision - ECCV 2012, 2012

Matrix completion by Truncated Nuclear Norm Regularization.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

Multi-scale dictionary for single image super-resolution.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

Geometry constrained sparse coding for single image super-resolution.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

A-Optimal Non-negative Projection for image representation.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

Sparse representation for blind image quality assessment.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

2011
Recognition of Sketches in Photos.
Proceedings of the Multimedia Analysis, Processing and Communications, 2011

A Unified Tensor Level Set Method for Image Segmentation.
Proceedings of the Multimedia Analysis, Processing and Communications, 2011

Robust Image Watermarking Based on Feature Regions.
Proceedings of the Multimedia Analysis, Processing and Communications, 2011

Learning Similarity With Multikernel Method.
IEEE Trans. Syst. Man Cybern. Part B, 2011

Semisupervised Dimensionality Reduction and Classification Through Virtual Label Regression.
IEEE Trans. Syst. Man Cybern. Part B, 2011

Biologically Inspired Features for Scene Classification in Video Surveillance.
IEEE Trans. Syst. Man Cybern. Part B, 2011

Exploiting Local Coherent Patterns for Unsupervised Feature Ranking.
IEEE Trans. Syst. Man Cybern. Part B, 2011

Enhanced Biologically Inspired Model for Object Recognition.
IEEE Trans. Syst. Man Cybern. Part B, 2011

A Relay Level Set Method for Automatic Image Segmentation.
IEEE Trans. Syst. Man Cybern. Part B, 2011

Supervised Gaussian Process Latent Variable Model for Dimensionality Reduction.
IEEE Trans. Syst. Man Cybern. Part B, 2011

Zernike-Moment-Based Image Super Resolution.
IEEE Trans. Image Process., 2011

Lossless Data Embedding Using Generalized Statistical Quantity Histogram.
IEEE Trans. Circuits Syst. Video Technol., 2011

Vehicle Detection and Motion Analysis in Low-Altitude Airborne Video Under Urban Environment.
IEEE Trans. Circuits Syst. Video Technol., 2011

Multi-Sensor Centralized Fusion without Measurement Noise Covariance by Variational Bayesian Approximation.
IEEE Trans. Aerosp. Electron. Syst., 2011

Image quality assessment based on S-CIELAB model.
Signal Image Video Process., 2011

Efficient HOG human detection.
Signal Process., 2011

Mammographic mass segmentation: Embedding multiple features in vector-valued level set in ambiguous regions.
Pattern Recognit., 2011

Transfer latent variable model based on divergence analysis.
Pattern Recognit., 2011

Single-image super-resolution via local learning.
Int. J. Mach. Learn. Cybern., 2011

Partially Supervised Neighbor Embedding for Example-Based Image Super-Resolution.
IEEE J. Sel. Top. Signal Process., 2011

A Novel Metric Based on MCA for Image Quality.
Int. J. Wavelets Multiresolution Inf. Process., 2011

Travelogue Enriching and Scenic Spot Overview Based on Textual and Visual Topic Models.
Int. J. Pattern Recognit. Artif. Intell., 2011

Two dimensional principal components of natural images and its application.
Neurocomputing, 2011

Non-goal scene analysis for soccer video.
Neurocomputing, 2011

Rapid pedestrian detection in unseen scenes.
Neurocomputing, 2011

Aurora image segmentation by combining patch and texture thresholding.
Comput. Vis. Image Underst., 2011

Local semi-supervised regression for single-image super-resolution.
Proceedings of the IEEE 13th International Workshop on Multimedia Signal Processing (MMSP 2011), 2011

Local learning-based image super-resolution.
Proceedings of the IEEE 13th International Workshop on Multimedia Signal Processing (MMSP 2011), 2011

Collaborative Kalman filters for vehicle tracking.
Proceedings of the 2011 IEEE International Workshop on Machine Learning for Signal Processing, 2011

Putting poses on manifold for action recognition.
Proceedings of the 2011 IEEE International Workshop on Machine Learning for Signal Processing, 2011

Segmenting Images by Combining Selected Atlases on Manifold.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

Estimating patient-specific shape prior for medical image segmentation.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

Learning shape statistics for hierarchical 3D medical image segmentation.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Face sketch-photo synthesis based on support vector regression.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Robust color correction in stereo vision.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Multimodal learning for multi-label image classification.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Single image super resolution with high resolution dictionary.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

A novel alternative algorithm for limited angle tomography.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Putting images on a manifold for atlas-based image segmentation.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Linear SVM classification using boosting HOG features for vehicle detection in low-altitude airborne videos.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Face Sketch-Photo Synthesis under Multi-dictionary Sparse Representation Framework.
Proceedings of the Sixth International Conference on Image and Graphics, 2011

Single-Image Super-Resolution via Sparse Coding Regression.
Proceedings of the Sixth International Conference on Image and Graphics, 2011

KLT Feature Based Vehicle Detection and Tracking in Airborne Videos.
Proceedings of the Sixth International Conference on Image and Graphics, 2011

Accelerating Vehicle Detection in Low-Altitude Airborne Urban Video.
Proceedings of the Sixth International Conference on Image and Graphics, 2011

Intrinsic images using optimization.
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

Medical Image Segmentation Using Descriptive Image Features.
Proceedings of the British Machine Vision Conference, 2011

Image Denoising via Improved Sparse Coding.
Proceedings of the British Machine Vision Conference, 2011

Target-oriented shape modeling with structure constraint for image segmentation.
Proceedings of the First Asian Conference on Pattern Recognition, 2011

Designing and selecting features for MR image segmentation.
Proceedings of the First Asian Conference on Pattern Recognition, 2011

Image denoising via weight regression.
Proceedings of the First Asian Conference on Pattern Recognition, 2011

Local adaptive dictionary based image denoising.
Proceedings of the First Asian Conference on Pattern Recognition, 2011

Single-image super-resolution based on semi-supervised learning.
Proceedings of the First Asian Conference on Pattern Recognition, 2011

Utilizing homotopy for single image superresolution.
Proceedings of the First Asian Conference on Pattern Recognition, 2011

Universal no reference image quality assessment metrics based on local dependency.
Proceedings of the First Asian Conference on Pattern Recognition, 2011

2010
Discriminative Orthogonal Neighborhood-Preserving Projections for Classification.
IEEE Trans. Syst. Man Cybern. Part B, 2010

A Unified Tensor Level Set for Image Segmentation.
IEEE Trans. Syst. Man Cybern. Part B, 2010

Visual-Context Boosting for Eye Detection.
IEEE Trans. Syst. Man Cybern. Part B, 2010

Image Ratio Features for Facial Expression Recognition Application.
IEEE Trans. Syst. Man Cybern. Part B, 2010

L1-Norm-Based 2DPCA.
IEEE Trans. Syst. Man Cybern. Part B, 2010

A Review of Active Appearance Models.
IEEE Trans. Syst. Man Cybern. Part C, 2010

Geometric Distortion Insensitive Image Watermarking in Affine Covariant Regions.
IEEE Trans. Syst. Man Cybern. Part C, 2010

Deterministic Column-Based Matrix Decomposition.
IEEE Trans. Knowl. Data Eng., 2010

On combining morphological component analysis and concentric morphology model for mammographic mass detection.
IEEE Trans. Inf. Technol. Biomed., 2010

Footwear for Gender Recognition.
IEEE Trans. Circuits Syst. Video Technol., 2010

Robust Tensor Analysis With L1-Norm.
IEEE Trans. Circuits Syst. Video Technol., 2010

A multi-frame image super-resolution method.
Signal Process., 2010

Local histogram based geometric invariant image watermarking.
Signal Process., 2010

Color to Gray: Visual Cue Preservation.
IEEE Trans. Pattern Anal. Mach. Intell., 2010

A survey of graph edit distance.
Pattern Anal. Appl., 2010

An integrated aurora image retrieval system: AuroraEye.
J. Vis. Commun. Image Represent., 2010

Incremental pairwise discriminant analysis based visual tracking.
Neurocomputing, 2010

Subspace Learning.
Neurocomputing, 2010

A Video Quality Assessment Metric Based on Human Visual System.
Cogn. Comput., 2010

Local Feature Based Geometric-Resistant Image Information Hiding.
Cogn. Comput., 2010

A new quality metric for compressed images based on DDCT.
Proceedings of the Visual Communications and Image Processing 2010, 2010

Image quality assessment and human visual system.
Proceedings of the Visual Communications and Image Processing 2010, 2010

An image quality assessment metric with no reference using hidden Markov tree model.
Proceedings of the Visual Communications and Image Processing 2010, 2010

Chinese text detection and location for images in multimedia messaging service.
Proceedings of the IEEE International Conference on Systems, 2010

A novel image quality metric based on morphological component analysis.
Proceedings of the IEEE International Conference on Systems, 2010

Spatio-temporal salience based video quality assessment.
Proceedings of the IEEE International Conference on Systems, 2010

Dual Phase Learning for Large Scale Video Gait Recognition.
Proceedings of the Advances in Multimedia Modeling, 2010

2009
A Comparative Study of Three Graph Edit Distance Algorithms.
Proceedings of the Foundations of Computational Intelligence, 2009

Reduced-Reference IQA in Contourlet Domain.
IEEE Trans. Syst. Man Cybern. Part B, 2009

View-Independent Behavior Analysis.
IEEE Trans. Syst. Man Cybern. Part B, 2009

QUC-Tree: Integrating Query Context Information for Efficient Music Retrieval.
IEEE Trans. Multim., 2009

Patch Alignment for Dimensionality Reduction.
IEEE Trans. Knowl. Data Eng., 2009

Iterative Subspace Analysis Based on Feature Line Distance.
IEEE Trans. Image Process., 2009

Image Quality Assessment Based on Multiscale Geometric Analysis.
IEEE Trans. Image Process., 2009

Fast Haar transform based feature extraction for face representation and recognition.
IEEE Trans. Inf. Forensics Secur., 2009

Binary Sparse Nonnegative Matrix Factorization.
IEEE Trans. Circuits Syst. Video Technol., 2009

A new approach for face recognition by sketches in photos.
Signal Process., 2009

Visual information analysis for security.
Signal Process., 2009

A natural image quality evaluation metric.
Signal Process., 2009

Reversibility improved lossless data hiding.
Signal Process., 2009

A local Tchebichef moments-based robust image watermarking.
Signal Process., 2009

Introduction to the special issue on Video-based Object and Event Analysis.
Pattern Recognit. Lett., 2009

Shot-based video retrieval with optical flow tensor and HMMs.
Pattern Recognit. Lett., 2009

Learning semantics from multimedia content.
Pattern Recognit., 2009

Geometric Mean for Subspace Selection.
IEEE Trans. Pattern Anal. Mach. Intell., 2009

Scene segmentation based on IPCA for visual surveillance.
Neurocomputing, 2009

Gabor texture in active appearance models.
Neurocomputing, 2009

Introduction to computer vision and image understanding the special issue on video analysis.
Comput. Vis. Image Underst., 2009

Discriminative optical flow tensor for video semantic analysis.
Comput. Vis. Image Underst., 2009

Biologically Inspired Tensor Features.
Cogn. Comput., 2009

Incremental Learning of Weighted Tensor Subspace for Visual Tracking.
Proceedings of the IEEE International Conference on Systems, 2009

Texture Representation in AAM using Gabor Wavelet and Local Binary Patterns.
Proceedings of the IEEE International Conference on Systems, 2009

Robust Semantic Concept Detection in Large Video Collections.
Proceedings of the IEEE International Conference on Systems, 2009

Object trajectory clustering via tensor analysis.
Proceedings of the International Conference on Image Processing, 2009

A fast feature extraction method.
Proceedings of the IEEE International Conference on Acoustics, 2009

The Gabor-Based Tensor Level Set Method for Multiregional Image Segmentation.
Proceedings of the Computer Analysis of Images and Patterns, 13th International Conference, 2009

Embedded Geometric Active Contour with Shape Constraint for Mass Segmentation.
Proceedings of the Computer Analysis of Images and Patterns, 13th International Conference, 2009

2008
Effective Feature Extraction in High-Dimensional Space.
IEEE Trans. Syst. Man Cybern. Part B, 2008

Binary Two-Dimensional PCA.
IEEE Trans. Syst. Man Cybern. Part B, 2008

Gait Components and Their Application to Gender Recognition.
IEEE Trans. Syst. Man Cybern. Part C, 2008

Discriminant Locally Linear Embedding With High-Order Tensor Data.
IEEE Trans. Syst. Man Cybern. Part B, 2008

Which Components are Important for Interactive Image Searching?
IEEE Trans. Circuits Syst. Video Technol., 2008

Bayesian Tensor Approach for 3-D Face Modeling.
IEEE Trans. Circuits Syst. Video Technol., 2008

Modality Mixture Projections for Semantic Video Event Detection.
IEEE Trans. Circuits Syst. Video Technol., 2008

Gabor-Based Region Covariance Matrices for Face Recognition.
IEEE Trans. Circuits Syst. Video Technol., 2008

Multimodal biometrics using geometry preserving projections.
Pattern Recognit., 2008

KPCA for semantic object extraction in images.
Pattern Recognit., 2008

Image categorization: Graph edit distance+edge direction histogram.
Pattern Recognit., 2008

HMM-based graph edit distance for image indexing.
Int. J. Imaging Syst. Technol., 2008

Guest editorial: Special issue on multimedia information retrieval.
Int. J. Imaging Syst. Technol., 2008

A Wavelet-Based Image Quality Assessment Method.
Int. J. Wavelets Multiresolution Inf. Process., 2008

Recovery of Nonrigid Structures from 2D Observations.
Int. J. Pattern Recognit. Artif. Intell., 2008

Local Coordinates Alignment (LCA): a Novel Manifold Learning Approach.
Int. J. Pattern Recognit. Artif. Intell., 2008

Tensor Rank One Discriminant Analysis - A convergent method for discriminative multilinear subspace selection.
Neurocomputing, 2008

Neurocomputing for vision research.
Neurocomputing, 2008

Visual music and musical vision.
Neurocomputing, 2008

Avatar motion control by natural body movement via camera.
Neurocomputing, 2008

Local face sketch synthesis learning.
Neurocomputing, 2008

Wavelet-based contourlet in quality evaluation of digital images.
Neurocomputing, 2008

Gabor-based texture representation in AAMs.
Proceedings of the IEEE International Conference on Systems, 2008

Frequency structure analysis for IQA.
Proceedings of the IEEE International Conference on Systems, 2008

Effective video event detection via subspace projection.
Proceedings of the International Workshop on Multimedia Signal Processing, 2008

A unifying framework for spectral analysis based dimensionality reduction.
Proceedings of the International Joint Conference on Neural Networks, 2008

Bayesian tensor analysis.
Proceedings of the International Joint Conference on Neural Networks, 2008

An image quality assessment metric based contourlet.
Proceedings of the International Conference on Image Processing, 2008

Geometrically invariant watermarking using affine covariant regions.
Proceedings of the International Conference on Image Processing, 2008

Semantic Video Shot Segmentation Based on Color Ratio Feature and SVM.
Proceedings of the International Conference on Cyberworlds 2008, 2008

Invariant Image Watermarking Based on Local Feature Regions.
Proceedings of the International Conference on Cyberworlds 2008, 2008

Non-negative graph embedding.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

Enhanced biologically inspired model.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

2007
Negative Samples Analysis in Relevance Feedback.
IEEE Trans. Knowl. Data Eng., 2007

General Tensor Discriminant Analysis and Gabor Features for Gait Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., 2007

Supervised tensor learning.
Knowl. Inf. Syst., 2007

Face Recognition - a Generalized Marginal Fisher Analysis Approach.
Int. J. Image Graph., 2007

A Similarity Metric in Image Searching.
Int. J. Image Graph., 2007

Addressing the Problems of Detecting Faces with Neural Networks.
Int. J. Image Graph., 2007

Computer vision and pattern recognition.
Int. J. Comput. Math., 2007

Gender recognition based on local body motions.
Proceedings of the IEEE International Conference on Systems, 2007

Local Coordinates Alignment and Its Linearization.
Proceedings of the Neural Information Processing, 14th International Conference, 2007

Probabilistic Tensor Analysis with Akaike and Bayesian Information Criteria.
Proceedings of the Neural Information Processing, 14th International Conference, 2007

General Averaged Divergence Analysis.
Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007

2006
Direct Kernel Biased Discriminant Analysis: A New Content-Based Image Retrieval Relevance Feedback Algorithm.
IEEE Trans. Multim., 2006

Multitraining Support Vector Machine for Image Retrieval.
IEEE Trans. Image Process., 2006

Human Gait Recognition With Matrix Representation.
IEEE Trans. Circuits Syst. Video Technol., 2006

Asymmetric Bagging and Random Subspace for Support Vector Machines-Based Relevance Feedback in Image Retrieval.
IEEE Trans. Pattern Anal. Mach. Intell., 2006

Artistic Mosaic Series Generation.
Int. J. Image Graph., 2006

Elapsed Time in Human Gait Recognition: A New Approach.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Human Carrying Status in Visual Surveillance.
Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006

2005
Insignificant shadow detection for video segmentation.
IEEE Trans. Circuits Syst. Video Technol., 2005

Cast shadow detection in video segmentation.
Pattern Recognit. Lett., 2005

Stable Third-Order Tensor Representation for Color Image Classification.
Proceedings of the 2005 IEEE / WIC / ACM International Conference on Web Intelligence (WI 2005), 2005

Kernel Principle Component Analysis in Pixels Clustering.
Proceedings of the 2005 IEEE / WIC / ACM International Conference on Web Intelligence (WI 2005), 2005

2004
Anchorperson extraction for Picture in Picture news video.
Pattern Recognit. Lett., 2004

Artistic mosaic generation.
Proceedings of the Third International Conference on Image and Graphics, 2004

2003
Adaptive color quantization based on perceptive edge protection.
Pattern Recognit. Lett., 2003

Watermarking in secure image retrieval.
Pattern Recognit. Lett., 2003

Image retrieval based on perceptive weighted color blocks.
Pattern Recognit. Lett., 2003


  Loading...