Junping Zhang

Orcid: 0000-0002-1082-114X

According to our database1, Junping Zhang authored at least 331 papers between 1999 and 2024.

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Bibliography

2024
HOPE: Hybrid-Granularity Ordinal Prototype Learning for Progression Prediction of Mild Cognitive Impairment.
IEEE J. Biomed. Health Informatics, November, 2024

Exploiting Neighbor Effect: Conv-Agnostic GNN Framework for Graphs With Heterophily.
IEEE Trans. Neural Networks Learn. Syst., October, 2024

An Effective and Lightweight Full-Scale Target Detection Network for UAV Images Based on Deformable Convolutions and Multi-Scale Contextual Feature Optimization.
Remote. Sens., August, 2024

A hybrid virtual-real traffic simulation approach to reproducing the spatiotemporal distribution of bridge loads.
Comput. Aided Civ. Infrastructure Eng., June, 2024

Quad-Net: Quad-Domain Network for CT Metal Artifact Reduction.
IEEE Trans. Medical Imaging, May, 2024

CoreDiff: Contextual Error-Modulated Generalized Diffusion Model for Low-Dose CT Denoising and Generalization.
IEEE Trans. Medical Imaging, February, 2024

Joint Classification of Hyperspectral Images and LiDAR Data Based on Dual-Branch Transformer.
Sensors, February, 2024

End-to-End Paired Ambisonic-Binaural Audio Rendering.
IEEE CAA J. Autom. Sinica, February, 2024

Bridging the Gap: Improving Domain Generalization in Trajectory Prediction.
IEEE Trans. Intell. Veh., January, 2024

Lightweight Transmission Line Fault Detection Method Based on Leaner YOLOv7-Tiny.
Sensors, January, 2024

Joint learning framework of cross-modal synthesis and diagnosis for Alzheimer's disease by mining underlying shared modality information.
Medical Image Anal., January, 2024

ChatGPT: potential, prospects, and limitations.
Frontiers Inf. Technol. Electron. Eng., January, 2024

Recent advances in artificial intelligence generated content.
Frontiers Inf. Technol. Electron. Eng., January, 2024

MixCDNet: A Lightweight Change Detection Network Mixing Features Across CNN and Transformer.
IEEE Trans. Geosci. Remote. Sens., 2024

Tiny Object Detection in Remote Sensing Images Based on Object Reconstruction and Multiple Receptive Field Adaptive Feature Enhancement.
IEEE Trans. Geosci. Remote. Sens., 2024

Double-Branch Multilevel Skip Sparse Graph Attention Network for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

A Light-Weighted Spectral-Spatial Transformer Model for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

CORE: Learning consistent ordinal representations with convex optimization for image ordinal estimation.
Pattern Recognit., 2024

A Nonlocal Enhanced Feature Pyramid Network for Infrared Small Target Detection.
IEEE Geosci. Remote. Sens. Lett., 2024

A Remote Sensing Hyperspectral Image Noise Removal Method Based on Multipriors Guidance.
IEEE Geosci. Remote. Sens. Lett., 2024

Multisource Domain Generalization Two-Branch Network for Hyperspectral Image Cross-Domain Classification.
IEEE Geosci. Remote. Sens. Lett., 2024

A Tiny Object Detection Method Based on Explicit Semantic Guidance for Remote Sensing Images.
IEEE Geosci. Remote. Sens. Lett., 2024

Hierarchical Attention Transformer for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett., 2024

Spatiotemporal variation and prediction of NPP in Beijing-Tianjin-Hebei region by coupling PLUS and CASA models.
Ecol. Informatics, 2024

DepMamba: Progressive Fusion Mamba for Multimodal Depression Detection.
CoRR, 2024

InterpretStack: Interpretable Exploration and Interactive Visualization Construction of Stacking Algorithm.
Proceedings of Workshops at the 50th International Conference on Very Large Data Bases, 2024

Casdenet: Cascade Automatic Road Detection Network Based on Dynamic Snake Convolution and Edge Branch.
Proceedings of the IGARSS 2024, 2024

Hyperspectral Image Classification Method Based On Node Similarity Feature Fusion.
Proceedings of the IGARSS 2024, 2024

Joint Classification Of Hyperspectral And LiDAR Data Based On Heterogeneous Attention Feature Fusion Network.
Proceedings of the IGARSS 2024, 2024

A Codec Road Detection Network with Edge Extraction and Multi-Resolution Information Supplement.
Proceedings of the IGARSS 2024, 2024

Cross-Domain Few-Shot Learning With Spectral-Spatial Split-Attention For Hyperspectral Image Classification.
Proceedings of the IGARSS 2024, 2024

An Object-Level Change Detection Method based on Lightweight Object Detector and Metric Matrix.
Proceedings of the IGARSS 2024, 2024

An Improved Algorithm with Superpoint+Superglue Network for UAV Remote Sensing Image Registration.
Proceedings of the IGARSS 2024, 2024

Hyperspectral Image Change Detection Based on Simam Multi-Scale Joint Features.
Proceedings of the IGARSS 2024, 2024

G-MIMO: Empowering GNNs with Diverse Sub-Networks for Graph Classification.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2024

SIAM: A Simple Alternating Mixer for Video Prediction.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2024

Semantic Latent Decomposition with Normalizing Flows for Face Editing.
Proceedings of the IEEE International Conference on Acoustics, 2024

Point, Segment and Count: A Generalized Framework for Object Counting.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023
Graph Decoupling Attention Markov Networks for Semisupervised Graph Node Classification.
IEEE Trans. Neural Networks Learn. Syst., December, 2023

Extracting Citrus in Southern China (Guangxi Region) Based on the Improved DeepLabV3+ Network.
Remote. Sens., December, 2023

Embedding expert demonstrations into clustering buffer for effective deep reinforcement learning.
Frontiers Inf. Technol. Electron. Eng., November, 2023

Multiscale Feature-Learning with a Unified Model for Hyperspectral Image Classification.
Sensors, September, 2023

When Age-Invariant Face Recognition Meets Face Age Synthesis: A Multi-Task Learning Framework and a New Benchmark.
IEEE Trans. Pattern Anal. Mach. Intell., June, 2023

Learning Representation for Clustering Via Prototype Scattering and Positive Sampling.
IEEE Trans. Pattern Anal. Mach. Intell., June, 2023

A co-simulation approach for straddle monorail vehicle-bridge interaction subjected to nonlinear excitation.
Adv. Eng. Softw., June, 2023

DSiV: Data Science for Intelligent Vehicles.
IEEE Trans. Intell. Veh., April, 2023

SAN-Net: Learning generalization to unseen sites for stroke lesion segmentation with self-adaptive normalization.
Comput. Biol. Medicine, April, 2023

HiVeGPT: Human-Machine-Augmented Intelligent Vehicles With Generative Pre-Trained Transformer.
IEEE Trans. Intell. Veh., March, 2023

Mutual Information Boosted Precipitation Nowcasting from Radar Images.
Remote. Sens., March, 2023

Location-Guided LiDAR-Based Panoptic Segmentation for Autonomous Driving.
IEEE Trans. Intell. Veh., February, 2023

Forget less, count better: a domain-incremental self-distillation learning benchmark for lifelong crowd counting.
Frontiers Inf. Technol. Electron. Eng., February, 2023

Multiview Feature Learning and Multilevel Information Fusion for Joint Classification of Hyperspectral and LiDAR Data.
IEEE Trans. Geosci. Remote. Sens., 2023

An Adaptive Fuzzy C-Means Noise Image Segmentation Algorithm Combining Local and Regional Information.
IEEE Trans. Fuzzy Syst., 2023

IFTSDNet: An Interact-Feature Transformer Network With Spatial Detail Enhancement Module for Change Detection.
IEEE Geosci. Remote. Sens. Lett., 2023

A Lightweight Road Detection Algorithm Based on Multiscale Convolutional Attention Network and Coupled Decoder Head.
IEEE Geosci. Remote. Sens. Lett., 2023

A Lightweight Object Detection and Recognition Method Based on Light Global-Local Module for Remote Sensing Images.
IEEE Geosci. Remote. Sens. Lett., 2023

An Extremely Lightweight Change Detection Algorithm Based on Light Global-Local Feature Enhancement Module.
IEEE Geosci. Remote. Sens. Lett., 2023

Hyperspectral Image Classification Based on Global Spectral Projection and Space Aggregation.
IEEE Geosci. Remote. Sens. Lett., 2023

Prompt-In-Prompt Learning for Universal Image Restoration.
CoRR, 2023

ViP-Mixer: A Convolutional Mixer for Video Prediction.
CoRR, 2023

CORE: Learning Consistent Ordinal REpresentations for Image Ordinal Estimation.
CoRR, 2023

Combined Classification of Hyperspectral and LiDAR Data based on Dual-Channel Cross-Transformer.
Proceedings of the 5th International Conference on Video, Signal and Image Processing, 2023

Chaotic-Cavity Surface-Emitting Lasers for Optical Wireless Communication.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2023

LICO: Explainable Models with Language-Image COnsistency.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

FreeSeed: Frequency-Band-Aware and Self-guided Network for Sparse-View CT Reconstruction.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

CLIP-Lung: Textual Knowledge-Guided Lung Nodule Malignancy Prediction.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Nanetformer: Nested Attention Network With Auxiliary Transformer Enhancement for Infrared Small Target Detection.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Hyperspectral Anomaly Detection Based on Background Purification via Deep Autoencoding Gaussian Mixture Model.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Deep Domain Adaptation with Second-Order Moment Alignment for Hyperspectral Image Classification.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Parallel Graph Attention Network Model Based on Pixel and Superpixel Feature Fusion for Hyperspectral Image Classification.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Multiclass Classification of Remote Sensing Images Using Deep Learning Techniques.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Multi-Stage Marine Ship Recognition Based on Stackable Residual Network.
Proceedings of the 19th International Conference on Natural Computation, 2023

Learning to Distill Global Representation for Sparse-View CT.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Adaptive Nonlinear Latent Transformation for Conditional Face Editing.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Online Prototype Learning for Online Continual Learning.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Linear-Complexity Signal Detection for Array-based VLC System Under Link Misalignment.
Proceedings of the IEEE/CIC International Conference on Communications in China, 2023

DO-FAM: Disentangled Non-Linear Latent Navigation For Facial Attribute Manipulation.
Proceedings of the IEEE International Conference on Acoustics, 2023

Gaitcotr: Improved Spatial-Temporal Representation for Gait Recognition with a Hybrid Convolution-Transformer Framework.
Proceedings of the IEEE International Conference on Acoustics, 2023

Motion Matters: A Novel Motion Modeling for Cross-View Gait Feature Learning.
Proceedings of the IEEE International Conference on Acoustics, 2023

Cross-Head Supervision for Crowd Counting with Noisy Annotations.
Proceedings of the IEEE International Conference on Acoustics, 2023

Mutual Information Based Reweighting for Precipitation Nowcasting.
Proceedings of the IEEE International Conference on Acoustics, 2023

Twin Contrastive Learning with Noisy Labels.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

From Node Interaction to Hop Interaction: New Effective and Scalable Graph Learning Paradigm.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Analysis of the Form and Meaning in Collocation of Chinese "V + Color" Verb-Object Compounds.
Proceedings of the Chinese Lexical Semantics - 24th Workshop, 2023

2022
Two Types of Mixed Orthogonal Frequency Division Multiplexing (X-OFDM) Waveforms for Optical Wireless Communication.
IEEE Trans. Wirel. Commun., 2022

Convolutional Ordinal Regression Forest for Image Ordinal Estimation.
IEEE Trans. Neural Networks Learn. Syst., 2022

DU-GAN: Generative Adversarial Networks With Dual-Domain U-Net-Based Discriminators for Low-Dose CT Denoising.
IEEE Trans. Instrum. Meas., 2022

A Novel Unmixing-Based Hypersharpening Method via Convolutional Neural Network.
IEEE Trans. Geosci. Remote. Sens., 2022

Water Retrieval Embedded Attention Network With Multiscale Receptive Fields for Hyperspectral Image Refined Classification.
IEEE Trans. Geosci. Remote. Sens., 2022

Tensor Approximation With Low-Rank Representation and Kurtosis Correlation Constraint for Hyperspectral Anomaly Detection.
IEEE Trans. Geosci. Remote. Sens., 2022

Potential Target Region Extraction and Isolated Forest With Statistical Correlation Representation for Hyperspectral Anomaly Detection.
IEEE Trans. Geosci. Remote. Sens., 2022

Hyperspectral Anomaly Detection for Spectral Anomaly Targets via Spatial and Spectral Constraints.
IEEE Trans. Geosci. Remote. Sens., 2022

Deep Multiscale Siamese Network With Parallel Convolutional Structure and Self-Attention for Change Detection.
IEEE Trans. Geosci. Remote. Sens., 2022

SSAS: Spatiotemporal Scale Adaptive Selection for Improving Bias Correction on Precipitation.
IEEE Trans. Cybern., 2022

Heterogeneous Spectral-Spatial Feature Transfer With Structure Preserved Distribution Alignment for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

Graph-Based Semisupervised Learning With Weighted Features for Hyperspectral Remote Sensing Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

Hierarchical CNN Classification of Hyperspectral Images Based on 3-D Attention Soft Augmentation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

Hyperspectral Anomaly Detection via Optimal Kernel and High-Order Moment Correlation Representation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

Spatial and Temporal Variation, Simulation and Prediction of Land Use in Ecological Conservation Area of Western Beijing.
Remote. Sens., 2022

Improved Active Deep Learning for Semi-Supervised Classification of Hyperspectral Image.
Remote. Sens., 2022

GaitSet: Cross-View Gait Recognition Through Utilizing Gait As a Deep Set.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Video-Based Facial Micro-Expression Analysis: A Survey of Datasets, Features and Algorithms.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Multiscale Semantic Guidance Network for Object Detection in VHR Remote Sensing Images.
IEEE Geosci. Remote. Sens. Lett., 2022

Improving Sparse Noise Removal via L<sub>0</sub>-Norm Optimization for Hyperspectral Image Restoration.
IEEE Geosci. Remote. Sens. Lett., 2022

Thermal Hyperspectral Image Denoising Using Total Variation Based on Bidirectional Estimation and Brightness Temperature Smoothing.
IEEE Geosci. Remote. Sens. Lett., 2022

A Shadow Detection Algorithm Based on Multiscale Spatial Attention Mechanism for Aerial Remote Sensing Images.
IEEE Geosci. Remote. Sens. Lett., 2022

Aerial Remote Sensing Image Cascaded Road Detection Network Based on Edge Sensing Module and Attention Module.
IEEE Geosci. Remote. Sens. Lett., 2022

Unsupervised Multiple Change Detection for Multispectral Images Based on AMMF and SpatioSpectral Channel Augmentation.
IEEE Geosci. Remote. Sens. Lett., 2022

Hyperspectral Image Classification Based on Semisupervised Self-Learning and Multiview Information Fusion.
IEEE Geosci. Remote. Sens. Lett., 2022

A Multiview Spectral-Spatial Feature Extraction and Fusion Framework for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett., 2022

Human - machine augmented intelligence: research and applications.
Frontiers Inf. Technol. Electron. Eng., 2022

Meta Ordinal Regression Forest for Medical Image Classification With Ordinal Labels.
IEEE CAA J. Autom. Sinica, 2022

Robust Precipitation Bias Correction Through an Ordinal Distribution Autoencoder.
IEEE Intell. Syst., 2022

Binaural Rendering of Ambisonic Signals by Neural Networks.
CoRR, 2022

GaitMAST: Motion-Aware Spatio-Temporal Feature Learning Network for Cross-View Gait Recognition.
CoRR, 2022

SA-MLP: Distilling Graph Knowledge from GNNs into Structure-Aware MLP.
CoRR, 2022

FD-MAR: Fourier Dual-domain Network for CT Metal Artifact Reduction.
CoRR, 2022

Universal Deep GNNs: Rethinking Residual Connection in GNNs from a Path Decomposition Perspective for Preventing the Over-smoothing.
CoRR, 2022

Site Generalization: Stroke Lesion Segmentation on Magnetic Resonance Images from Unseen Sites.
CoRR, 2022

Forget Less, Count Better: A Domain-Incremental Self-Distillation Learning Benchmark for Lifelong Crowd Counting.
CoRR, 2022

Exploiting Neighbor Effect: Conv-Agnostic GNNs Framework for Graphs with Heterophily.
CoRR, 2022

S<sup>2</sup>FPR: Crowd Counting via Self-Supervised Coarse to Fine Feature Pyramid Ranking.
CoRR, 2022

Adjustable Memory-efficient Image Super-resolution via Individual Kernel Sparsity.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Tensor Neural Controlled Differential Equations.
Proceedings of the International Joint Conference on Neural Networks, 2022

Hyperspectral Mixed Noise Reduction Using Two-Stage Cascade Refined Network.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Remote Sensing Image Change Detection Based on Deep Siamese Neural Network with Convolutional Lstm and Channel Attention.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

An Improved APAP Algorithm via Line Segment Correction for UAV Multispectral Image Stitching.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Pattern Analysis of Deformable Convolution on Retinanet with Semantic Filter Mechanism for Object Detection.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

VR-FAM: Variance-Reduced Encoder with Nonlinear Transformation for Facial Attribute Manipulation.
Proceedings of the IEEE International Conference on Acoustics, 2022

Iterative SIC-Based Multiuser Detection for Uplink Heterogeneous NOMA System.
Proceedings of the IEEE Globecom 2022 Workshops, 2022

2021
An Auto-Adjustable and Time-Consistent Model for Determining Coagulant Dosage Based on Operators' Experience.
IEEE Trans. Syst. Man Cybern. Syst., 2021

Cascaded Convolutional Neural Network-Based Hyperspectral Image Resolution Enhancement via an Auxiliary Panchromatic Image.
IEEE Trans. Image Process., 2021

PFA-GAN: Progressive Face Aging With Generative Adversarial Network.
IEEE Trans. Inf. Forensics Secur., 2021

Attention Symbiotic Neural Network for Hyperspectral Image Refined Classification Based on Relative Water Content Retrieval.
IEEE Trans. Geosci. Remote. Sens., 2021

Multitemporal Hyperspectral Images Change Detection Based on Joint Unmixing and Information Coguidance Strategy.
IEEE Trans. Geosci. Remote. Sens., 2021

Multitemporal Images Change Detection Based on AMMF and Spectral Constraint Strategy.
IEEE Trans. Geosci. Remote. Sens., 2021

Attention Multisource Fusion-Based Deep Few-Shot Learning for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Change Detection for Hyperspectral Images Via Convolutional Sparse Analysis and Temporal Spectral Unmixing.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Spectral-Spatial Joint Feature Extraction for Hyperspectral Image Based on High-Reliable Neighborhood Structure.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Hyperspectral Image Super-Resolution Based on Spatial Correlation-Regularized Unmixing Convolutional Neural Network.
Remote. Sens., 2021

A Magnitude and Angle Combined Optical Flow Feature for Microexpression Spotting.
IEEE Multim., 2021

Exploring Non-Contrastive Representation Learning for Deep Clustering.
CoRR, 2021

Hard instance learning for quantum adiabatic prime factorization.
CoRR, 2021

Efficiently Training On-Policy Actor-Critic Networks in Robotic Deep Reinforcement Learning with Demonstration-like Sampled Exploration.
CoRR, 2021

Neural Ordinary Differential Equation Model for Evolutionary Subspace Clustering and Its Applications.
CoRR, 2021

Graph Decoupling Attention Markov Networks for Semi-supervised Graph Node Classification.
CoRR, 2021

Optimization of network sensor node location based on edge coverage control.
Comput. Commun., 2021

Self-boosting for Feature Distillation.
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

AgeFlow: Conditional Age Progression and Regression with Normalizing Flows.
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Hyperspectral Image Classification Based on Class Confusion Merging and Soft Band Selection.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Stereo Matching Algorithm for High-Resolution Remote Sensing Images Based on Sparse Coding and Dictionary Learning.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Water Retrieval Embedded Deep Network for Hyperspectral Image Refined Classification.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Asymmetric Loss for Positive-Unlabeled Learning.
Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021

Private Image Reconstruction from System Side Channels Using Generative Models.
Proceedings of the 9th International Conference on Learning Representations, 2021

Meta Ordinal Weighting Net For Improving Lung Nodule Classification.
Proceedings of the IEEE International Conference on Acoustics, 2021

Routinggan: Routing Age Progression and Regression with Disentangled Learning.
Proceedings of the IEEE International Conference on Acoustics, 2021

Selfgait: A Spatiotemporal Representation Learning Method for Self-Supervised Gait Recognition.
Proceedings of the IEEE International Conference on Acoustics, 2021

When Age-Invariant Face Recognition Meets Face Age Synthesis: A Multi-Task Learning Framework.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Research on Key Algorithms of Intelligent Recommendation System for Retired soldiers' Employment Training.
Proceedings of the BDSIC 2021: 3rd International Conference on Big-data Service and Intelligent Computation, Xiamen, China, November 19, 2021

2020
Stability-Based Generalization Analysis of Distributed Learning Algorithms for Big Data.
IEEE Trans. Neural Networks Learn. Syst., 2020

PaDNet: Pan-Density Crowd Counting.
IEEE Trans. Image Process., 2020

Alternating Direction Iterative Nonnegative Matrix Factorization Unmixing for Multispectral and Hyperspectral Data Fusion.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020

Multiscale Feature Extraction Based on Convolutional Sparse Decomposition for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020

Cross-Scene Deep Transfer Learning With Spectral Feature Adaptation for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020

Shape and margin-aware lung nodule classification in low-dose CT images via soft activation mapping.
Medical Image Anal., 2020

Two Types of Mixed Orthogonal Frequency Division Multiplexing (X-OFDM) Waveform for Optical Wireless Communication.
CoRR, 2020

Deep Ordinal Regression Forests.
CoRR, 2020

STAS: Adaptive Selecting Spatio-Temporal Deep Features for Improving Bias Correction on Precipitation.
CoRR, 2020

Exploration-efficient Deep Reinforcement Learning with Demonstration Guidance for Robot Control.
CoRR, 2020

The distance between convex sets with Minkowski sum structure: application to collision detection.
Comput. Optim. Appl., 2020

Ordinal distribution regression for gait-based age estimation.
Sci. China Inf. Sci., 2020

Spectral-Spatial Classification of Hyperspectral Image Using PCA and Gabor Filtering.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Spectral-Spatial Joint Target Detection of Hyperspectral Image Based on Transfer Learning.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Unsupervised Feature Extraction in Hyperspectral Image Based on Improved Neighborhood Preserving Embedding.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Look Globally, Age Locally: Face Aging With an Attention Mechanism.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

A Mixed Orthogonal Frequency Division Multiplexing (X-OFDM) Waveform for Optical Wireless Communication.
Proceedings of the IEEE Globecom Workshops, 2020

Meta Ordinal Regression Forest For Learning with Unsure Lung Nodules.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2020

2019
Roads and Intersections Extraction from High-Resolution Remote Sensing Imagery Based on Tensor Voting under Big Data Environment.
Wirel. Commun. Mob. Comput., 2019

Crowd Counting With Limited Labeling Through Submodular Frame Selection.
IEEE Trans. Intell. Transp. Syst., 2019

Multi-Task GANs for View-Specific Feature Learning in Gait Recognition.
IEEE Trans. Inf. Forensics Secur., 2019

Framework of Randomized Distribution Features for Visual Representation and Categorization.
IEEE Trans. Cybern., 2019

Hyper-Sharpening Based on Spectral Modulation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019

Temperature and Emissivity Smoothing Separation with Nonlinear Relation of Brightness Temperature and Emissivity for Thermal Infrared Sensors.
Remote. Sens., 2019

Editorial for Special Issue "Hyperspectral Imaging and Applications".
Remote. Sens., 2019

Towards a Precipitation Bias Corrector against Noise and Maldistribution.
CoRR, 2019

Video Prediction for Precipitation Nowcasting.
CoRR, 2019

Change Detection for High Resolution Remote Sensing Image Based on Co-saliency Strategy.
Proceedings of the 10th International Workshop on the Analysis of Multitemporal Remote Sensing Images, 2019

Background Guided Target Detection for Hyperspectral Image.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Multiscale Spectral-Spatial Unified Networks For Hyperspectral Image Classification.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Fusion of Hyperspectral and Lidar Data Based On Dual-Branch Convolutional Neural Network.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Analysis of the Collocation of "AA-Type Adjectives" Based on MLC Corpus.
Proceedings of the Chinese Lexical Semantics - 20th Workshop, 2019

GaitSet: Regarding Gait as a Set for Cross-View Gait Recognition.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Hyperspectral Image Resolution Enhancement Approach Based on Local Adaptive Sparse Unmixing and Subpixel Calibration.
Remote. Sens., 2018

Remote Sensing Image Compression Based on Direction Lifting-Based Block Transform with Content-Driven Quadtree Coding Adaptively.
Remote. Sens., 2018

软件测试过程模型研究 (Research upon Software Testing Process Model).
计算机科学, 2018

基于软硬系统综合方法的软件失效问题分析 (Analysis on Technical Support Equipments' Software Invalidation Based on Soft and Hard Integrated System Methodology).
计算机科学, 2018

PaDNet: Pan-Density Crowd Counting.
CoRR, 2018

Soft Activation Mapping of Lung Nodules in Low-Dose CT images.
CoRR, 2018

Facial Aging and Rejuvenation by Conditional Multi-Adversarial Autoencoder with Ordinal Regression.
CoRR, 2018

The Automatic Identification of Butterfly Species.
CoRR, 2018

Distribution-dependent concentration inequalities for tighter generalization bounds.
Sci. China Inf. Sci., 2018

Multiscale Spectral-Spatial Hyperspectral Image Classification with Adaptive Filtering.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Water Quality Analysis of Remote Sensing Images Based on Inversion Model.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Hyperspectral image denoising using improved low-rank and sparsity constraints.
Proceedings of the Earth Observing Systems XXIII, 2018

Change detection for high resolution image based on pyramid mean shift smoothness and morphology.
Proceedings of the Earth Observing Systems XXIII, 2018

Saliency and density enhanced region-of-interest extraction for large-scale high-resolution remote sensing images.
Proceedings of the Earth Observing Systems XXIII, 2018

Research on Basic Vocabulary Extraction Based on Chinese Language Learners.
Proceedings of the Chinese Lexical Semantics - 19th Workshop, 2018

A Comparative Analysis of Level 1 of the ICCLE and Learners' Basic Mental Lexicon.
Proceedings of the Chinese Lexical Semantics - 19th Workshop, 2018

Population Density-Based Hospital Recommendation with Mobile LBS Big Data.
Proceedings of the 2018 IEEE International Conference on Big Data and Smart Computing, 2018

2017
Microexpression Identification and Categorization Using a Facial Dynamics Map.
IEEE Trans. Affect. Comput., 2017

Hyperspectral Image Classification Based on Semi-Supervised Rotation Forest.
Remote. Sens., 2017

Joint Sparse Tensor Representation for the Target Detection of Polarized Hyperspectral Images.
IEEE Geosci. Remote. Sens. Lett., 2017

A Novel Deep Embedding Network for Building Shape Recognition.
IEEE Geosci. Remote. Sens. Lett., 2017

Target Detection for Polarized Hyperspectral Images Based on Tensor Decomposition.
IEEE Geosci. Remote. Sens. Lett., 2017

SDBD: A Hierarchical Region-of-Interest Detection Approach in Large-Scale Remote Sensing Image.
IEEE Geosci. Remote. Sens. Lett., 2017

Road Extraction from High Resolution Remote Sensing Images based on Multi-features and Multi-stages.
J. Inf. Hiding Multim. Signal Process., 2017

Hyperspectral target detection based on kernel sparse and spatial constraint.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

An improved non-subsampled contourlet transform-based hybrid pan-sharpening algorithm.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Change detection for high-resolution remote sensing imagery based on multi-scale segmentation and fusion.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Hyperspectral Image Vegetation Change Detection Based on Biochemical Parameters Inversion.
Proceedings of the Communications, Signal Processing, and Systems, 2017

2016
A Novel Vision-Based Adaptive Scanning for the Compression of Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2016

A Novel Synergetic Classification Approach for Hyperspectral and Panchromatic Images Based on Self-Learning.
IEEE Trans. Geosci. Remote. Sens., 2016

Learning Linear Representation of Space Partitioning Trees Based on Unsupervised Kernel Dimension Reduction.
IEEE Trans. Cybern., 2016

Semantic Classification of High-Resolution Remote-Sensing Images Based on Mid-level Features.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

A Data Transfer Fusion Method for Discriminating Similar Spectral Classes.
Sensors, 2016

Incorporating Diversity into Self-Learning for Synergetic Classification of Hyperspectral and Panchromatic Images.
Remote. Sens., 2016

Pan-Sharpening by Multilevel Interband Structure Modeling.
IEEE Geosci. Remote. Sens. Lett., 2016

Content-based onboard compression for remote sensing images.
Neurocomputing, 2016

Vegetation water content estimation using bi-inverted Gaussian model.
Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016

Endmember extraction algorithm using orthogonal subspace projection and local spatial correlation.
Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016

A supervised density-peaks-based classification approach for hyperspectral images.
Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016

Application Driven Network: providing On-Demand Services for Applications.
Proceedings of the ACM SIGCOMM 2016 Conference, Florianopolis, Brazil, August 22-26, 2016, 2016

Joint Image and Text Representation for Aesthetics Analysis.
Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

Road extraction and intersection detection based on tensor voting.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Object detection of polarized hyperspectal images based on fourth-order tensor matched filtering.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Group Information-Based Dimensionality Reduction via Canonical Correlation Analysis.
Proceedings of the Neural Information Processing - 23rd International Conference, 2016

Randomized Distribution Feature for Image Classification.
Proceedings of the ECAI 2016 - 22nd European Conference on Artificial Intelligence, 29 August-2 September 2016, The Hague, The Netherlands, 2016

2015
Semisupervised Pedestrian Counting With Temporal and Spatial Consistencies.
IEEE Trans. Intell. Transp. Syst., 2015

Seasonal Analysis and Prediction of Wind Energy Using Random Forests and ARX Model Structures.
IEEE Trans. Control. Syst. Technol., 2015

Synergetic Classification of Long-Wave Infrared Hyperspectral and Visible Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015

A bag-of-visual words approach based on optimal segmentation scale for high resolution remote sensing image classification.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

An unsupervised automatic change detection approach based on visual attention mechanism.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Resolution enhancement of hyperspectral images using distortion optimization.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

2014
A Novel Hybrid Method for Remote Sensing Image Approximation Using the Tetrolet Transform.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014

Panchromatic and multispectral images fusion based on modified GS-SWT.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

The registration of high-resolution remote sensing image using multi-feature and multi-stage strategy.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Classification of hyperspectral image based on deep belief networks.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

2013
Visual Traffic Jam Analysis Based on Trajectory Data.
IEEE Trans. Vis. Comput. Graph., 2013

Prime Discriminant Simplicial Complex.
IEEE Trans. Neural Networks Learn. Syst., 2013

Parallel Acceleration of SAM Algorithm and Performance Analysis.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2013

Measuring Reproducibility of High-Throughput Deep-Sequencing Experiments Based on Self-adaptive Mixture Copula.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2013

A poi-preserving-based compression method for hyperspectral image.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

Classification-oriented hyperspectral and PolSAR images synergic processing.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

Canonical Correlation Analysis based on Hilbert-Schmidt Independence Criterion and Centered Kernel Target Alignment.
Proceedings of the 30th International Conference on Machine Learning, 2013

A level set method for very high resolution airborne sar image segmentation.
Proceedings of the IEEE International Conference on Image Processing, 2013

2012
Modeling and Simulation of Polarimetric Hyperspectral Imaging Process.
IEEE Trans. Geosci. Remote. Sens., 2012

Human Identification Using Temporal Information Preserving Gait Template.
IEEE Trans. Pattern Anal. Mach. Intell., 2012

Non-Parametric Kernel Learning with robust pairwise constraints.
Int. J. Mach. Learn. Cybern., 2012

Multi-operator image retargeting with automatic integration of direct and indirect seam carving.
Image Vis. Comput., 2012

Knowledge-based clinical pathway for medical quality improvement.
Inf. Syst. Frontiers, 2012

Spectral-spatial classification of hyperspectral image based on semi-supervised and level set methods.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

A new hierarchical classifier for hyperspctral data with similar spectrum.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

Water quality model parameters inversion based on improved stochastic optimization.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

Parallel implementation for SAM algorithm based on GPU and distributed computing.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

Multiple HOG templates for gait recognition.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Improving spatial resolution for CHANG'E-1 imagery using ARSIS concept and Pulse Coupled Neural Networks.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

2011
Principal Curve Algorithms for Partitioning High-Dimensional Data Spaces.
IEEE Trans. Neural Networks, 2011

Quantitative Analysis of Nonlinear Embedding.
IEEE Trans. Neural Networks, 2011

Data-Driven Intelligent Transportation Systems: A Survey.
IEEE Trans. Intell. Transp. Syst., 2011

Predicting Pedestrian Counts in Crowded Scenes With Rich and High-Dimensional Features.
IEEE Trans. Intell. Transp. Syst., 2011

Semi-supervised Elastic net for pedestrian counting.
Pattern Recognit., 2011

Enhanced Self-Training Superresolution Mapping Technique for Hyperspectral Imagery.
IEEE Geosci. Remote. Sens. Lett., 2011

Nearest Prime Simplicial Complex for Object Recognition
CoRR, 2011

Resolution enhancement for hyperspectral data of China's first lunar orbiter Chang'e-I.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

Multi-scale segmentation in change detection for urban high resolution images.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

An improved spectral reflectance and derivative feature fusion for hyperspectral image classification.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

2010
Low-Resolution Gait Recognition.
IEEE Trans. Syst. Man Cybern. Part B, 2010

Distance Approximating Dimension Reduction of Riemannian Manifolds.
IEEE Trans. Syst. Man Cybern. Part B, 2010

On Hyperspectral Image Simulation of a Complex Woodland Area.
IEEE Trans. Geosci. Remote. Sens., 2010

A BOI-Preserving-Based Compression Method for Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens., 2010

Hallucinating face by position-patch.
Pattern Recognit., 2010

Super-resolution of human face image using canonical correlation analysis.
Pattern Recognit., 2010

Remote Sensing Image Registration Based on Retrofitted SURF Algorithm and Trajectories Generated From Lissajous Figures.
IEEE Geosci. Remote. Sens. Lett., 2010

A Riemannian Distance Approach for Constructing Principal Curves.
Int. J. Neural Syst., 2010

Manifold Learning for Visualizing and Analyzing High-Dimensional Data.
IEEE Intell. Syst., 2010

Classification of Polarimetric SAR Image Based on Support Vector Machine Using Multiple-Component Scattering Model and Texture Features.
EURASIP J. Adv. Signal Process., 2010

Color Spectrum Normalization: Saliency Detection Based on Energy Re-allocation.
Proceedings of the Advances in Multimedia Information Processing - PCM 2010, 2010

Hyperspectral image segmentation method based on spatial-spectral constrained region active contour.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

Automatic registration of sar and optical image based on multi-features and multi-constraints.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

A method for land surveying sampling optimization strategy.
Proceedings of the 18th International Conference on Geoinformatics: GIScience in Change, 2010

Using a coordination degree model to evaluate intensive urban land utilization.
Proceedings of the 18th International Conference on Geoinformatics: GIScience in Change, 2010

Chrono-Gait Image: A Novel Temporal Template for Gait Recognition.
Proceedings of the Computer Vision, 2010

Overview of PAKDD Competition 2007.
Proceedings of the Strategic Advancements in Utilizing Data Mining and Warehousing Technologies: New Concepts and Developments, 2010

2009
Neighbor embedding based super-resolution algorithm through edge detection and feature selection.
Pattern Recognit. Lett., 2009

Target Detection Approach for Hyperspectral Imagery Based on Independent Component Analysis and Local Singularity.
Proceedings of the Fifth International Conference on Natural Computation, 2009

Road Extraction from Multi-source Remote Sensing Images Based on 2nd Generation Curvelet Fusion.
Proceedings of the Fifth International Conference on Natural Computation, 2009

Registration of Remote Sensing Images Based on the Relevance Vector Machine.
Proceedings of the Fifth International Conference on Natural Computation, 2009

Position-based face hallucination method.
Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009

An Example-Based Two-Step Face Hallucination Method through Coefficient Learning.
Proceedings of the Image Analysis and Recognition, 6th International Conference, 2009

Hallucinating Faces: Global Linear Modal Based Super-Resolution and Position Based Residue Compensation.
Proceedings of the Image Analysis and Processing, 2009

Multilinear Tensor-Based Non-parametric Dimension Reduction for Gait Recognition.
Proceedings of the Advances in Biometrics, Third International Conference, 2009

Interactive Super-Resolution through Neighbor Embedding.
Proceedings of the Computer Vision, 2009

2008
Adaptive Constraint K-Segment Principal Curves for Intelligent Transportation Systems.
IEEE Trans. Intell. Transp. Syst., 2008

Integration of Spatial-Spectral Information for Resolution Enhancement in Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens., 2008

Overview of PAKDD Competition 2007.
Int. J. Data Warehous. Min., 2008

Low Resolution Gait Recognition with High Frequency Super Resolution.
Proceedings of the PRICAI 2008: Trends in Artificial Intelligence, 2008

Dimensionality Reduction and Classification based on Ant Colony Algorithm for Hyperspectral Remote Sensing Image.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

Spaceborne Hyperspectral Image Generation based on Airborne Hyperspectral Image.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

Multi-Sensor Image Fusion Based on Transferable Parameters.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

Hyperspectral Image Compression Based on the Protection of Information of Interest.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

Automatic Parsing of ?NP+ you +VP? in Chinese, Japanese and Indonesian Based on CTT & Complex Features.
Proceedings of the ALPIT 2008, 2008

2007
Spectral Clustering Based Null Space Linear Discriminant Analysis (SNLDA).
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2007

2006
Classification with the Hybrid of Manifold Learning and Gabor Wavelet.
Proceedings of the Advances in Neural Networks - ISNN 2006, Third International Symposium on Neural Networks, Chengdu, China, May 28, 2006

Image Change Detection Algorithm Based on Clustering Characteristic of 2-D Histogram.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2006

Target Detection For Hyperspectral Images Using ICA-Based Feature Extraction.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2006

Ensemble-Based Discriminant Manifold Learning for Face Recognition.
Proceedings of the Advances in Natural Computation, Second International Conference, 2006

Inversion of Forest Parameters Based on Genetic Algorithm using L-Band Polinsar Data.
Proceedings of the International Conference on Image Processing, 2006

Constraint K-Segment Principal Curves.
Proceedings of the Intelligent Computing, 2006

An Improved Super-Resolution with Manifold Learning and Histogram Matching.
Proceedings of the Advances in Biometrics, International Conference, 2006

2005
Adaptive Nonlinear Auto-Associative Modeling Through Manifold Learning.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2005

Change detection for the urban area based on multiple sensor information fusion.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005

Remote sensing image fusion based on ridgelet transform.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005

Geometrical Probability Covering Algorithm.
Proceedings of the Fuzzy Systems and Knowledge Discovery, Second International Conference, 2005

2004
Freeway traffic stream modeling based on principal curves and its analysis.
IEEE Trans. Intell. Transp. Syst., 2004

Analyzing Magnification Factors and Principal Spread Directions in Manifold Learning.
Proceedings of the Applied Soft Computing Technologies: The Challenge of Complexity, Proceedings of the 9th Online World Conference on Soft Computing in Industrial Applications (WSC9), September 20th, 2004

Unified Locally Linear Embedding and Linear Discriminant Analysis Algorithm (ULLELDA) for Face Recognition.
Proceedings of the Advances in Biometric Person Authentication, 2004

Nearest Manifold Approach for Face Recognition.
Proceedings of the Sixth IEEE International Conference on Automatic Face and Gesture Recognition (FGR 2004), 2004

2002
A kernel based nonlinear subspace projection method for reduction of hyperspectral image dimensionality.
Proceedings of the 2002 International Conference on Image Processing, 2002

2001
Classification of hyperspectral data using support vector machine.
Proceedings of the 2001 International Conference on Image Processing, 2001

2000
Fusion Classification of Hyperspectral Image Based on Adaptive Subspace Decomposition.
Proceedings of the 2000 International Conference on Image Processing, 2000

1999
Adaptive Subspace Decomposition for Hyperspectral Data Dimensionality Reduction.
Proceedings of the 1999 International Conference on Image Processing, 1999


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