Shuyuan Yang

Orcid: 0000-0002-4796-5737

According to our database1, Shuyuan Yang authored at least 352 papers between 2001 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Generative Model With Sinkhorn-Knopp Loss for Unsupervised Signal Modulation Clustering.
IEEE Trans. Ind. Informatics, November, 2024

Spectrum Sensing via Residual Dilated Network and Horizontal Shift Attention for Cognitive IoT.
IEEE Internet Things J., November, 2024

MCLHN: Toward Automatic Modulation Classification via Masked Contrastive Learning With Hard Negatives.
IEEE Trans. Wirel. Commun., October, 2024

A Patch Diversity Transformer for Domain Generalized Semantic Segmentation.
IEEE Trans. Neural Networks Learn. Syst., October, 2024

Knowledge Guided Evolutionary Transformer for Remote Sensing Scene Classification.
IEEE Trans. Circuits Syst. Video Technol., October, 2024

Semi-Supervised Modulation Classification via an Ensemble SigMatch Method.
IEEE Internet Things J., October, 2024

Hierarchical Dynamic Graph Clustering Network.
IEEE Trans. Knowl. Data Eng., September, 2024

Efficient LWPooling: Rethinking the Wavelet Pooling for Scene Parsing.
IEEE Trans. Circuits Syst. Video Technol., September, 2024

Domain Adaptation-Aware Transformer for Hyperspectral Object Tracking.
IEEE Trans. Circuits Syst. Video Technol., September, 2024

Interactive Spectral-Spatial Transformer for Hyperspectral Image Classification.
IEEE Trans. Circuits Syst. Video Technol., September, 2024

AI meets physics: a comprehensive survey.
Artif. Intell. Rev., September, 2024

An Adaptive Migration Collaborative Network for Multimodal Image Classification.
IEEE Trans. Neural Networks Learn. Syst., August, 2024

Self Pseudo Entropy Knowledge Distillation for Semi-Supervised Semantic Segmentation.
IEEE Trans. Circuits Syst. Video Technol., August, 2024

Robust and Effective: A Deep Matrix Factorization Framework for Classification.
IEEE Trans. Neural Networks Learn. Syst., July, 2024

Multiple Resolutions Detail Enhancement Network for Real-Time Image Semantic Segmentation.
IEEE Trans. Artif. Intell., July, 2024

Geometric Prior Guided Feature Representation Learning for Long-Tailed Classification.
Int. J. Comput. Vis., July, 2024

Multiscale Dynamic Curvelet Scattering Network.
IEEE Trans. Neural Networks Learn. Syst., June, 2024

Pseudo-Label-Assisted Subdomain Adaptation for Hyperspectral Image Classification.
IEEE Trans. Circuits Syst. Video Technol., June, 2024

Noise tolerance of recycled entanglement detection by sequential and independent observers.
Quantum Inf. Process., June, 2024

MBSI-Net: Multimodal Balanced Self-Learning Interaction Network for Image Classification.
IEEE Trans. Circuits Syst. Video Technol., May, 2024

Open-Set Radar Emitter Recognition via Deep Metric Autoencoder.
IEEE Internet Things J., May, 2024

A Quantum Evolutionary Learning Tracker for Video.
IEEE Trans. Evol. Comput., April, 2024

Evolutionary Dual-Stream Transformer.
IEEE Trans. Cybern., April, 2024

Cross-Sensor Correlative Feature Learning and Fusion for Intelligent Fault Diagnosis.
IEEE Trans. Ind. Informatics, March, 2024

Bi-Level Multiobjective Evolutionary Learning: A Case Study on Multitask Graph Neural Topology Search.
IEEE Trans. Evol. Comput., February, 2024

Deep Contrastive Clustering for Signal Deinterleaving.
IEEE Trans. Aerosp. Electron. Syst., February, 2024

Feature Distribution Representation Learning Based on Knowledge Transfer for Long-Tailed Classification.
IEEE Trans. Multim., 2024

Bio-Inspired Multi-Scale Contourlet Attention Networks.
IEEE Trans. Multim., 2024

Multi-Scale Contourlet Knowledge Guide Learning Segmentation.
IEEE Trans. Multim., 2024

A Category-Aware Curriculum Learning for Data-Free Knowledge Distillation.
IEEE Trans. Multim., 2024

Fast and Effective: Progressive Hierarchical Fusion Classification for Remote Sensing Images.
IEEE Trans. Multim., 2024

Robust Instance-Based Semi-Supervised Learning Change Detection for Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2024

Renormalized Connection for Scale-Preferred Object Detection in Satellite Imagery.
IEEE Trans. Geosci. Remote. Sens., 2024

Effective and Robust: A Discriminative Temporal Learning Transformer for Satellite Videos.
IEEE Trans. Geosci. Remote. Sens., 2024

Globally-Aware Continuous-Time Redistribution Learning for RS Image Change Detection.
IEEE Trans. Geosci. Remote. Sens., 2024

Adaptive Multi-Scale Transformer Tracker for Satellite Videos.
IEEE Trans. Geosci. Remote. Sens., 2024

Meta-Graph Representation Learning for PolSAR Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2024

Relation Learning Reasoning Meets Tiny Object Tracking in Satellite Videos.
IEEE Trans. Geosci. Remote. Sens., 2024

LGLFormer: Local-Global Lifting Transformer for Remote Sensing Scene Parsing.
IEEE Trans. Geosci. Remote. Sens., 2024

High-Order Relation Learning Transformer for Satellite Video Object Tracking.
IEEE Trans. Geosci. Remote. Sens., 2024

Lighter and Robust: A Rotation-Invariant Transformer for VHR Image Change Detection.
IEEE Trans. Geosci. Remote. Sens., 2024

MGPACNet: A Multiscale Geometric Prior Aware Cross-Modal Network for Images Fusion Classification.
IEEE Trans. Geosci. Remote. Sens., 2024

MutSimNet: Mutually Reinforcing Similarity Learning for RS Image Change Detection.
IEEE Trans. Geosci. Remote. Sens., 2024

D3R-Net: Denoising Diffusion-Based Defense Restore Network for Adversarial Defense in Remote Sensing Scene Classification.
IEEE Trans. Geosci. Remote. Sens., 2024

Heterogeneous Object-Level Aircraft Change Detection via Cross-Modal Interaction and Imbalanced Learning.
IEEE Trans. Geosci. Remote. Sens., 2024

$C^{2}N^{2}$: Complex-Valued Contourlet Neural Network.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

Heterogeneous Network-Based Contrastive Learning Method for PolSAR Land Cover Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

Token singularity understanding and removal for transformers.
Knowl. Based Syst., 2024

SoccerNet 2024 Challenges Results.
CoRR, 2024

Meta-Learning Guided Label Noise Distillation for Robust Signal Modulation Classification.
CoRR, 2024

Fast and Efficient: Mask Neural Fields for 3D Scene Segmentation.
CoRR, 2024

PVUW 2024 Challenge on Complex Video Understanding: Methods and Results.
CoRR, 2024

Technique Report of CVPR 2024 PBDL Challenges.
CoRR, 2024

3rd Place Solution for MOSE Track in CVPR 2024 PVUW workshop: Complex Video Object Segmentation.
CoRR, 2024

Automatic Graph Topology-Aware Transformer.
CoRR, 2024

Edit-Your-Motion: Space-Time Diffusion Decoupling Learning for Video Motion Editing.
CoRR, 2024

Exploring Beyond Logits: Hierarchical Dynamic Labeling Based on Embeddings for Semi-Supervised Classification.
CoRR, 2024

Unveiling and Mitigating Generalized Biases of DNNs through the Intrinsic Dimensions of Perceptual Manifolds.
CoRR, 2024

Heterogeneous Network Based Contrastive Learning Method for PolSAR Land Cover Classification.
CoRR, 2024

Vision-Based Force Estimation for Minimally Invasive Telesurgery Through Contact Detection and Local Stiffness Models.
CoRR, 2024

A match made in consistency heaven: when large language models meet evolutionary algorithms.
CoRR, 2024

Advanced Deep Learning Models for 6G: Overview, Opportunities, and Challenges.
IEEE Access, 2024

Domain Generalization-Aware Uncertainty Introspective Learning for 3D Point Clouds Segmentation.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

A Novel Cross-Sensor Self-Supervised Learning Method for Rotating Machinery Fault Diagnosis.
Proceedings of the IEEE International Conference on Acoustics, 2024

SCANet: Dual Attention Network for Alzheimer's Disease Diagnosis Based on Gated Residual and Spatial Asymmetry Mechanisms.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2024, 2024

Harnessing the Power of SVD: An SVA Module for Enhanced Signal Classification.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Temporal Local Correntropy Representation for Fault Diagnosis of Machines.
IEEE Trans. Ind. Informatics, December, 2023

Precise crop classification of UAV hyperspectral imagery using kernel tensor slice sparse coding based classifier.
Neurocomputing, September, 2023

A multimodal hyper-fusion transformer for remote sensing image classification.
Inf. Fusion, August, 2023

Multiscale Curvelet Scattering Network.
IEEE Trans. Neural Networks Learn. Syst., July, 2023

Star network quantum steering.
Quantum Inf. Process., July, 2023

Automatic Modulation Classification via Meta-Learning.
IEEE Internet Things J., July, 2023

Semantic-Relation Transformer for Visible and Infrared Fused Image Quality Assessment.
Inf. Fusion, July, 2023

Toward the Automatic Modulation Classification With Adaptive Wavelet Network.
IEEE Trans. Cogn. Commun. Netw., June, 2023

Dual Wavelet Attention Networks for Image Classification.
IEEE Trans. Circuits Syst. Video Technol., April, 2023

Radar Emitter Identification with Multi-View Adaptive Fusion Network (MAFN).
Remote. Sens., April, 2023

A Collaborative Learning Tracking Network for Remote Sensing Videos.
IEEE Trans. Cybern., March, 2023

Multiscale Representation Learning for Image Classification: A Survey.
IEEE Trans. Artif. Intell., February, 2023

Graph Representation Learning Meets Computer Vision: A Survey.
IEEE Trans. Artif. Intell., February, 2023

GenomicKB: a knowledge graph for the human genome.
Nucleic Acids Res., January, 2023

Transformer Based Conditional GAN for Multimodal Image Fusion.
IEEE Trans. Multim., 2023

AFT: Adaptive Fusion Transformer for Visible and Infrared Images.
IEEE Trans. Image Process., 2023

Semantic Correntropy Representation for Hyperspectral Image Classification.
IEEE Trans. Instrum. Meas., 2023

Complex-Valued Depthwise Separable Convolutional Neural Network for Automatic Modulation Classification.
IEEE Trans. Instrum. Meas., 2023

Deep Compressive Imaging With Meta-Learning.
IEEE Trans. Instrum. Meas., 2023

GeoFormer: A Geometric Representation Transformer for Change Detection.
IEEE Trans. Geosci. Remote. Sens., 2023

Triple Contrastive Representation Learning for Hyperspectral Image Classification With Noisy Labels.
IEEE Trans. Geosci. Remote. Sens., 2023

Curvelet Adversarial Augmented Neural Network for SAR Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2023

Boundary-Aware Multiscale Learning Perception for Remote Sensing Image Segmentation.
IEEE Trans. Geosci. Remote. Sens., 2023

An Explainable Spatial-Frequency Multiscale Transformer for Remote Sensing Scene Classification.
IEEE Trans. Geosci. Remote. Sens., 2023

Multicue Contrastive Self-Supervised Learning for Change Detection in Remote Sensing.
IEEE Trans. Geosci. Remote. Sens., 2023

CSLT: Contourlet-Based Siamese Learning Tracker for Dim and Small Targets in Satellite Videos.
IEEE Trans. Geosci. Remote. Sens., 2023

Which Target to Focus on: Class-Perception for Semantic Segmentation of Remote Sensing.
IEEE Trans. Geosci. Remote. Sens., 2023

A Spatial-Spectral Bilinear Representation Fusion Network for Multimodal Classification.
IEEE Trans. Geosci. Remote. Sens., 2023

Weak-to-Strong Consistency Learning for Semisupervised Image Segmentation.
IEEE Trans. Geosci. Remote. Sens., 2023

Multisource Joint Representation Learning Fusion Classification for Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2023

Cross-Modal Contrastive Learning for Remote Sensing Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2023

DFAT: Dynamic Feature-Adaptive Tracking.
IEEE Trans. Circuits Syst. Video Technol., 2023

Transformer Meets Remote Sensing Video Detection and Tracking: A Comprehensive Survey.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

Brain-Inspired Remote Sensing Interpretation: A Comprehensive Survey.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

Brain-Inspired Remote Sensing Foundation Models and Open Problems: A Comprehensive Survey.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

Kernel Tensor Sparse Coding Model for Precise Crop Classification of UAV Hyperspectral Image.
IEEE Geosci. Remote. Sens. Lett., 2023

Discrepant Bi-Directional Interaction Fusion Network for Hyperspectral and LiDAR Data Classification.
IEEE Geosci. Remote. Sens. Lett., 2023

Hierarchical Feature Fusion and Selection for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett., 2023

Orientation Attention Network for semantic segmentation of remote sensing images.
Knowl. Based Syst., 2023

Contrastive Self-Supervised Clustering for Specific Emitter Identification.
IEEE Internet Things J., 2023

Data-Centric Long-Tailed Image Recognition.
CoRR, 2023

Changes-Aware Transformer: Learning Generalized Changes Representation.
CoRR, 2023

Bi-level Multi-objective Evolutionary Learning: A Case Study on Multi-task Graph Neural Topology Search.
CoRR, 2023

Orthogonal Uncertainty Representation of Data Manifold for Robust Long-Tailed Learning.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

Delving into Semantic Scale Imbalance.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

AMC-Net: An Effective Network for Automatic Modulation Classification.
Proceedings of the IEEE International Conference on Acoustics, 2023

Curvature-Balanced Feature Manifold Learning for Long-Tailed Classification.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
Depth map super-resolution based on edge-guided joint trilateral upsampling.
Vis. Comput., 2022

DPFL-Nets: Deep Pyramid Feature Learning Networks for Multiscale Change Detection.
IEEE Trans. Neural Networks Learn. Syst., 2022

Simple and Effective: Spatial Rescaling for Person Reidentification.
IEEE Trans. Neural Networks Learn. Syst., 2022

New Generation Deep Learning for Video Object Detection: A Survey.
IEEE Trans. Neural Networks Learn. Syst., 2022

Adaptive Contourlet Fusion Clustering for SAR Image Change Detection.
IEEE Trans. Image Process., 2022

Coarse-to-Fine Contrastive Self-Supervised Feature Learning for Land-Cover Classification in SAR Images With Limited Labeled Data.
IEEE Trans. Image Process., 2022

Learning Spectral Cues for Multispectral and Panchromatic Image Fusion.
IEEE Trans. Image Process., 2022

Quadruplet Convolution Neural Network With C3 Loss (C3-QCNN) for Signal Classification.
IEEE Trans. Instrum. Meas., 2022

Sparse Feature Clustering Network for Unsupervised SAR Image Change Detection.
IEEE Trans. Geosci. Remote. Sens., 2022

Dual-Collaborative Fusion Model for Multispectral and Panchromatic Image Fusion.
IEEE Trans. Geosci. Remote. Sens., 2022

A Joint Siamese Attention-Aware Network for Vehicle Object Tracking in Satellite Videos.
IEEE Trans. Geosci. Remote. Sens., 2022

Very Low-Resolution Moving Vehicle Detection in Satellite Videos.
IEEE Trans. Geosci. Remote. Sens., 2022

Transfer Representation Learning Meets Multimodal Fusion Classification for Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2022

Simple and Efficient: A Semisupervised Learning Framework for Remote Sensing Image Semantic Segmentation.
IEEE Trans. Geosci. Remote. Sens., 2022

AFnet and PAFnet: Fast and Accurate SAR Autofocus Based on Deep Learning.
IEEE Trans. Geosci. Remote. Sens., 2022

Deep Shearlet Network for Change Detection in SAR Images.
IEEE Trans. Geosci. Remote. Sens., 2022

Polarimetric Multipath Convolutional Neural Network for PolSAR Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2022

Automatic Graph Learning Convolutional Networks for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2022

GAFnet: Group Attention Fusion Network for PAN and MS Image High-Resolution Classification.
IEEE Trans. Cybern., 2022

Deep Multiview Union Learning Network for Multisource Image Classification.
IEEE Trans. Cybern., 2022

The New Generation Brain-Inspired Sparse Learning: A Comprehensive Survey.
IEEE Trans. Artif. Intell., 2022

Knowledge distillation-based performance transferring for LSTM-RNN model acceleration.
Signal Image Video Process., 2022

The Clutter Simulation of a Known Terrain by the 3D Parabolic Equation and RCS Computation.
Sensors, 2022

Self-Supervised Assisted Semi-Supervised Residual Network for Hyperspectral Image Classification.
Remote. Sens., 2022

Multi-Path Interactive Network for Aircraft Identification with Optical and SAR Images.
Remote. Sens., 2022

Quantum tomography with Gaussian noise.
Quantum Inf. Comput., 2022

Hyperspectral and Multispectral Image Fusion via Variational Tensor Subspace Decomposition.
IEEE Geosci. Remote. Sens. Lett., 2022

Entire Deformable ConvNets for semantic segmentation.
Knowl. Based Syst., 2022

PC-GANs: Progressive Compensation Generative Adversarial Networks for Pan-sharpening.
CoRR, 2022

Transformers Meet Visual Learning Understanding: A Comprehensive Review.
CoRR, 2022

A Pansharpening Based on the Non-Subsampled Contourlet Transform and Convolutional Autoencoder: Application to QuickBird Imagery.
IEEE Access, 2022

Multi-scale Spatial Aggregation Network for Remote Sensing Image Segmentation.
Proceedings of the Intelligence Science IV, 2022

Real-Time Contactless Breathing Monitoring System Using Radar with Web Server.
Proceedings of the Biomedical and Computational Biology - Second International Symposium, 2022

2021
C-CNN: Contourlet Convolutional Neural Networks.
IEEE Trans. Neural Networks Learn. Syst., 2021

Residual Spectral-Spatial Attention Network for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2021

Selective Adversarial Adaptation-Based Cross-Scene Change Detection Framework in Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2021

NAS-Guided Lightweight Multiscale Attention Fusion Network for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2021

New Contour Cue-Based Hybrid Sparse Learning for Salient Object Detection.
IEEE Trans. Cybern., 2021

Learning Dual Geometric Low-Rank Structure for Semisupervised Hyperspectral Image Classification.
IEEE Trans. Cybern., 2021

Deep Fuzzy Graph Convolutional Networks for PolSAR Imagery Pixelwise Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Fast SAR Autofocus Based on Ensemble Convolutional Extreme Learning Machine.
Remote. Sens., 2021

Sparse flow adversarial model for robust image compression.
Knowl. Based Syst., 2021

Progressive Mimic Learning: A new perspective to train lightweight CNN models.
Neurocomputing, 2021

Smart pansharpening approach using kernel-based image filtering.
IET Image Process., 2021

Pansharpening based on convolutional autoencoder and multi-scale guided filter.
EURASIP J. Image Video Process., 2021

Graph Convolutional Neural Networks with Geometric and Discrimination information.
Eng. Appl. Artif. Intell., 2021

Progressive neighbors pursuit for radar images classification.
Appl. Soft Comput., 2021

Faking Signals to Fool Deep Neural Networks in AMC via Few Data Points.
IEEE Access, 2021

Semi-Supervised Object Detection Framework with Object First Mixup for Remote Sensing Images.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Sparse Flow Adversarial Model For Robust Image Compression.
Proceedings of the IEEE International Conference on Acoustics, 2021

Deep Ensemble Siamese Network For Incremental Signal Classification.
Proceedings of the IEEE International Conference on Acoustics, 2021

Brain Image Fusion Approach based on Side Window Filtering.
Proceedings of the 12th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN 2021) / The 11th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH-2021), 2021

2020
An Efficient Hardware Accelerator for Structured Sparse Convolutional Neural Networks on FPGAs.
IEEE Trans. Very Large Scale Integr. Syst., 2020

Semi-Supervised Graph Regularized Deep NMF With Bi-Orthogonal Constraints for Data Representation.
IEEE Trans. Neural Networks Learn. Syst., 2020

Sparse Manifold-Regularized Neural Networks for Polarimetric SAR Terrain Classification.
IEEE Trans. Neural Networks Learn. Syst., 2020

Online Active Extreme Learning Machine With Discrepancy Sampling for PolSAR Classification.
IEEE Trans. Geosci. Remote. Sens., 2020

Discriminative Sketch Topic Model With Structural Constraint for SAR Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020

Deep geometric convolutional network for automatic modulation classification.
Signal Image Video Process., 2020

Co-learning saliency detection with coupled channels and low-rank factorization.
Signal Image Video Process., 2020

A Dual-Branch Attention fusion deep network for multiresolution remote-Sensing image classification.
Inf. Fusion, 2020

Hyperspectral Image Classification via Slice Sparse Coding Tensor Based Classifier With Compressive Dimensionality Reduction.
IEEE Access, 2020

One-Dimensional Deep Attention Convolution Network (ODACN) for Signals Classification.
IEEE Access, 2020

Sparse Tensor Auto-Encoder for Saliency Detection.
IEEE Access, 2020

Face Hallucination From New Perspective of Non-Linear Learning Compressed Sensing.
IEEE Access, 2020

Hyperspectral Image Super-Resolution Based on Tensor Spatial-Spectral Joint Correlation Regularization.
IEEE Access, 2020

Deep Hash Assisted Network for Object Detection in Remote Sensing Images.
IEEE Access, 2020

Cross Model Deep Learning Scheme for Automatic Modulation Classification.
IEEE Access, 2020

Separable Attention Capsule Network for Signal Classification.
IEEE Access, 2020

Regularized Sparse Band Selection via Learned Pairwise Agreement.
IEEE Access, 2020

2019
Self-Paced Learning-Based Probability Subspace Projection for Hyperspectral Image Classification.
IEEE Trans. Neural Networks Learn. Syst., 2019

Local Restricted Convolutional Neural Network for Change Detection in Polarimetric SAR Images.
IEEE Trans. Neural Networks Learn. Syst., 2019

A Novel Segmentation Based Depth Map Up-Sampling.
IEEE Trans. Multim., 2019

Transferred Deep Learning-Based Change Detection in Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2019

Collaborative Compressive Radar Imaging With Saliency Priors.
IEEE Trans. Geosci. Remote. Sens., 2019

Convolution Structure Sparse Coding for Fusion of Panchromatic and Multispectral Images.
IEEE Trans. Geosci. Remote. Sens., 2019

A Pareto-Based Sparse Subspace Learning Framework.
IEEE Trans. Cybern., 2019

Color Correction and Depth-Based Hierarchical Hole Filling in Free Viewpoint Generation.
IEEE Trans. Broadcast., 2019

Video reconstruction based on Intrinsic Tensor Sparsity model.
Signal Process. Image Commun., 2019

Fusion of Multispectral and Panchromatic Images via Spatial Weighted Neighbor Embedding.
Remote. Sens., 2019

Semi-Coupled Convolutional Sparse Learning for Image Super-Resolution.
Remote. Sens., 2019

Fast Semisupervised Classification Using Histogram-Based Density Estimation for Large-Scale Polarimetric SAR Data.
IEEE Geosci. Remote. Sens. Lett., 2019

Fast unsupervised deep fusion network for change detection of multitemporal SAR images.
Neurocomputing, 2019

Multi-Scale Image Block-Level F-CNN for Remote Sensing Images Object Detection.
IEEE Access, 2019

Extreme Self-Paced Learning Machine for On-Orbit SAR Images Change Detection.
IEEE Access, 2019

Learning a Deep Representative Saliency Map With Sparse Tensors.
IEEE Access, 2019

Fast DDL Classification for SAR Images With l<sub>1, ∞</sub> Constraint.
IEEE Access, 2019

Polarimetric SAR Data Classification via Reinforcement Learning.
IEEE Access, 2019

A Survey of Deep Learning-Based Object Detection.
IEEE Access, 2019

Pansharpening With Joint Local Low Rank Decomposition and Hierarchical Geometric Filtering.
IEEE Access, 2019

Deep Gated Recurrent Unit Convolution Network for Radio Signal Recognition.
Proceedings of the 19th IEEE International Conference on Communication Technology, 2019

Multi-view Cooperative Deep Convolutional Network for Facial Recognition with Small Samples Learning.
Proceedings of the Distributed Computing and Artificial Intelligence, 2019

2018
Learning Low-Rank Decomposition for Pan-Sharpening With Spatial-Spectral Offsets.
IEEE Trans. Neural Networks Learn. Syst., 2018

Deep Sparse Tensor Filtering Network for Synthetic Aperture Radar Images Classification.
IEEE Trans. Neural Networks Learn. Syst., 2018

Mutual Learning Between Saliency and Similarity: Image Cosegmentation via Tree Structured Sparsity and Tree Graph Matching.
IEEE Trans. Image Process., 2018

Hybrid Probabilistic Sparse Coding With Spatial Neighbor Tensor for Hyperspectral Imagery Classification.
IEEE Trans. Geosci. Remote. Sens., 2018

Pansharpening With Multiscale Geometric Support Tensor Machine.
IEEE Trans. Geosci. Remote. Sens., 2018

Deep Multiple Instance Learning-Based Spatial-Spectral Classification for PAN and MS Imagery.
IEEE Trans. Geosci. Remote. Sens., 2018

Fuzzy Double C-Means Clustering Based on Sparse Self-Representation.
IEEE Trans. Fuzzy Syst., 2018

The Overcomplete Dictionary-Based Directional Estimation Model and Nonconvex Reconstruction Methods.
IEEE Trans. Cybern., 2018

Salient Region Detection via Discriminative Dictionary Learning and Joint Bayesian Inference.
IEEE Trans. Circuits Syst. Video Technol., 2018

Deep Multiscale Spectral-Spatial Feature Fusion for Hyperspectral Images Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

Spatial-Spectral-Graph-Regularized Low-Rank Tensor Decomposition for Multispectral and Hyperspectral Image Fusion.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

Group Low-Rank Nonnegative Matrix Factorization With Semantic Regularizer for Hyperspectral Unmixing.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

Random subspace based ensemble sparse representation.
Pattern Recognit., 2018

Sparse tensor neighbor embedding based pan-sharpening via N-way block pursuit.
Knowl. Based Syst., 2018

Semi-Supervised Tensorial Locally Linear Embedding for Feature Extraction Using PolSAR Data.
IEEE J. Sel. Top. Signal Process., 2018

Feature selection based dual-graph sparse non-negative matrix factorization for local discriminative clustering.
Neurocomputing, 2018

Robust Automated VHF Modulation Recognition Based on Deep Convolutional Neural Networks.
IEEE Commun. Lett., 2018

Dual-graph regularized non-negative matrix factorization with sparse and orthogonal constraints.
Eng. Appl. Artif. Intell., 2018

Modified Diversity of Class Probability Estimation Co-training for Hyperspectral Image Classification.
CoRR, 2018

Terrain classification based on spatial multi-attribute graph using Polarimetric SAR data.
Appl. Soft Comput., 2018

2017
Superpixel-Based Multiple Local CNN for Panchromatic and Multispectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2017

Multispectral and Hyperspectral Image Fusion Based on Group Spectral Embedding and Low-Rank Factorization.
IEEE Trans. Geosci. Remote. Sens., 2017

New Hierarchical Saliency Filtering for Fast Ship Detection in High-Resolution SAR Images.
IEEE Trans. Geosci. Remote. Sens., 2017

Deep Fully Convolutional Network-Based Spatial Distribution Prediction for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2017

A Novel Image Representation Framework Based on Gaussian Model and Evolutionary Optimization.
IEEE Trans. Evol. Comput., 2017

Sparse Spatio-Spectral LapSVM With Semisupervised Kernel Propagation for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017

Polarimetric SAR Feature Extraction With Neighborhood Preservation-Based Deep Learning.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017

Superpixel Tensor Sparse Coding for Structural Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017

Fast Classification for Large Polarimetric SAR Data Based on Refined Spatial-Anchor Graph.
IEEE Geosci. Remote. Sens. Lett., 2017

Sparse learning based fuzzy c-means clustering.
Knowl. Based Syst., 2017

Hierarchical Sparse Bayesian Learning with Beta Process Priors for Hyperspectral Imagery Restoration.
IEICE Trans. Inf. Syst., 2017

Incremental laplacian regularization extreme learning machine for online learning.
Appl. Soft Comput., 2017

2016
POL-SAR Image Classification Based on Wishart DBN and Local Spatial Information.
IEEE Trans. Geosci. Remote. Sens., 2016

SAR Image Segmentation Based on Hierarchical Visual Semantic and Adaptive Neighborhood Multinomial Latent Model.
IEEE Trans. Geosci. Remote. Sens., 2016

Fuzzy Signature-Based Discriminative Subspace Projection for Hyperspectral Data Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

SAR Images Change Detection Based on Spatial Coding and Nonlocal Similarity Pooling.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

Semisupervised Feature Extraction With Neighborhood Constraints for Polarimetric SAR Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

Large Polarimetric SAR Data Semi-Supervised Classification With Spatial-Anchor Graph.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

Refined Pan-Sharpening With NSCT and Hierarchical Sparse Autoencoder.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

A Multi-kernel Joint Sparse Graph for SAR Image Segmentation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

Fusion of Panchromatic and Multispectral Images via Coupled Sparse Non-Negative Matrix Factorization.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

Spectral-Spatial KerSparseBands Selector.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

A group matching pursuit for image reconstruction.
Signal Process. Image Commun., 2016

Hierarchical Sparse Learning with Spectral-Spatial Information for Hyperspectral Imagery Denoising.
Sensors, 2016

Classification and saliency detection by semi-supervised low-rank representation.
Pattern Recognit., 2016

Global discriminative-based nonnegative spectral clustering.
Pattern Recognit., 2016

Hierarchical semantic model and scattering mechanism based PolSAR image classification.
Pattern Recognit., 2016

Object-level saliency detection with color attributes.
Pattern Recognit., 2016

Curvelet Support Value Filters (CSVFs) for image super-resolution.
Neurocomputing, 2016

Sparse Robust Filters for scene classification of Synthetic Aperture Radar (SAR) images.
Neurocomputing, 2016

Robust compressive features based power quality events classification with Analog-Digital Mixing Network (ADMN).
Neurocomputing, 2016

Hierarchical Representation Learning based spatio-temporal data redundancy reduction.
Neurocomputing, 2016

SAR image target recognition via Complementary Spatial Pyramid Coding.
Neurocomputing, 2016

New classifier based on compressed dictionary and LS-SVM.
Neurocomputing, 2016

Local graph regularized sparse reconstruction for salient object detection.
Neurocomputing, 2016

Incremental Semi-Supervised classification of data streams via self-representative selection.
Appl. Soft Comput., 2016

Fast semi-supervised classification based on parallel auction graph for polarimetric SAR data.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Terrain classification with Polarimetric SAR based on Deep Sparse Filtering Network.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

2015
Sparsity-Inspired Nonparametric Probability Characterization for Radio Propagation in Body Area Networks.
IEEE J. Biomed. Health Informatics, 2015

Compressive Hyperspectral Imaging via Sparse Tensor and Nonlinear Compressed Sensing.
IEEE Trans. Geosci. Remote. Sens., 2015

Nonconvex Compressed Sensing by Nature-Inspired Optimization Algorithms.
IEEE Trans. Cybern., 2015

Geometric Nonnegative Matrix Factorization (GNMF) for Hyperspectral Unmixing.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015

Hyperspectral Image Classification by Spatial-Spectral Derivative-Aided Kernel Joint Sparse Representation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015

Novel Adaptive Component-Substitution-Based Pan-Sharpening Using Particle Swarm Optimization.
IEEE Geosci. Remote. Sens. Lett., 2015

Discriminative Spectral-Spatial Margin-Based Semisupervised Dimensionality Reduction of Hyperspectral Data.
IEEE Geosci. Remote. Sens. Lett., 2015

Coupled compressed sensing inspired sparse spatial-spectral LSSVM for hyperspectral image classification.
Knowl. Based Syst., 2015

Learning compressive sampling via multiscale and steerable support value transform.
Knowl. Based Syst., 2015

Joint sparse regularization based Sparse Semi-Supervised Extreme Learning Machine (S3ELM) for classification.
Knowl. Based Syst., 2015

Saliency generation from complex scene via digraph and Bayesian inference.
Neurocomputing, 2015

Distributed compressed sensing-based pan-sharpening with hybrid dictionary.
Neurocomputing, 2015

Polarimetric Hierarchical Semantic Model and Scattering Mechanism Based PolSAR Image Classification.
CoRR, 2015

Sparse Double-Geometric Nonlocal Mean image recovery via steerable kernel.
Appl. Soft Comput., 2015

Semi-supervised classification based on anchor-spatial graph for large polarimetric SAR data.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

2014
Dual-Geometric Neighbor Embedding for Image Super Resolution With Sparse Tensor.
IEEE Trans. Image Process., 2014

Semisupervised Dual-Geometric Subspace Projection for Dimensionality Reduction of Hyperspectral Image Data.
IEEE Trans. Geosci. Remote. Sens., 2014

Remote Sensing Image Super-Resolution Reconstruction Based on Nonlocal Pairwise Dictionaries and Double Regularization.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014

Improving Hyperspectral Image Classification Using Spectral Information Divergence.
IEEE Geosci. Remote. Sens. Lett., 2014

Semi-Supervised Hyperspectral Image Classification Using Spatio-Spectral Laplacian Support Vector Machine.
IEEE Geosci. Remote. Sens. Lett., 2014

Hyperspectral Image Classification Based on Relaxed Clustering Assumption and Spatial Laplace Regularizer.
IEEE Geosci. Remote. Sens. Lett., 2014

Compressive Sensing-Inspired Dual-Sparse SLFNN for Hyperspectral Imagery Classification.
IEEE Geosci. Remote. Sens. Lett., 2014

Data-Driven Compressive Sampling and Learning Sparse Coding for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett., 2014

Semi-supervised classification via kernel low-rank representation graph.
Knowl. Based Syst., 2014

Unsupervised images segmentation via incremental dictionary learning based sparse representation.
Inf. Sci., 2014

Fusion of multispectral and panchromatic images via sparse representation and local autoregressive model.
Inf. Fusion, 2014

Sparse least square support vector machine via coupled compressive pruning.
Neurocomputing, 2014

Sparse Ridgelet Kernel Regressor and its online sequential extreme learning.
Neurocomputing, 2014

Improved Bandelet with heuristic evolutionary optimization for image compression.
Eng. Appl. Artif. Intell., 2014

Single image super-resolution via learned representative features and sparse manifold embedding.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

Compressive Direction-of-Arrival Estimation via Regularized Multiple Measurement FOCUSS algorithm.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

Fast ship detection of synthetic aperture radar images via multi-view features and clustering.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

Unsupervised classification of polarimetric SAR images integrating color features.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

2013
Image Noise Reduction via Geometric Multiscale Ridgelet Support Vector Transform and Dictionary Learning.
IEEE Trans. Image Process., 2013

Sparse coding and classifier ensemble based multi-instance learning for image categorization.
Signal Process., 2013

Dictionary learning and similarity regularization based image noise reduction.
J. Vis. Commun. Image Represent., 2013

High resolution range-reflectivity estimation of radar targets via compressive sampling and Memetic Algorithm.
Inf. Sci., 2013

Low-rank representation with local constraint for graph construction.
Neurocomputing, 2013

Semi-supervised low-rank representation graph for pattern recognition.
IET Image Process., 2013

Superpixel-wise semi-supervised structural sparse coding classifier for image segmentation.
Eng. Appl. Artif. Intell., 2013

Stable Direct Adaptive Neural Control of an Electrically Driven Dual-Axis Motion Platform Using Backstepping Technique.
Proceedings of the 3rd IFAC International Conference on Intelligent Control and Automation Science, 2013

2012
Single-Image Super-Resolution Reconstruction via Learned Geometric Dictionaries and Clustered Sparse Coding.
IEEE Trans. Image Process., 2012

Semi-supervised action recognition in video via Labeled Kernel Sparse Coding and sparse L<sub>1</sub> graph.
Pattern Recognit. Lett., 2012

Compressive Sampling based Single-Image Super-resolution Reconstruction by dual-sparsity and Non-local Similarity Regularizer.
Pattern Recognit. Lett., 2012

Pan-sharpening method via ARSIS concept under image super-resolution scheme.
J. Electronic Imaging, 2012

Fusion of multispectral and panchromatic images based on support value transform and adaptive principal component analysis.
Inf. Fusion, 2012

Evolution-enhanced multiscale overcomplete dictionaries learning for image denoising.
Eng. Appl. Artif. Intell., 2012

Structural similarity regularized and sparse coding based super-resolution for medical images.
Biomed. Signal Process. Control., 2012

Contourlet hidden Markov Tree and clarity-saliency driven PCNN based remote sensing images fusion.
Appl. Soft Comput., 2012

A sparse kernel representation method for image classification.
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

2011
Extreme and incremental learning based single-hidden-layer regularization ridgelet network.
Neurocomputing, 2011

Multitask dictionary learning and sparse representation based single-image super-resolution reconstruction.
Neurocomputing, 2011

A Finite Element Mesh Aggregating Approach to Multiple-Source Reconstruction in Bioluminescence Tomography.
Int. J. Biomed. Imaging, 2011

Approximation of functions with spatial inhomogeneity based on "true" ortho-ridgelet neural network.
Appl. Soft Comput., 2011

Online Sequential Extreme Learning of Sparse Ridgelet Kernel Regressor for Nonlinear Time-Series Prediction.
Proceedings of the Intelligent Science and Intelligent Data Engineering, 2011

2010
Evolutionary clustering based vector quantization and SPIHT coding for image compression.
Pattern Recognit. Lett., 2010

Quantum-inspired immune clone algorithm and multiscale Bandelet based image representation.
Pattern Recognit. Lett., 2010

Image fusion based on a new contourlet packet.
Inf. Fusion, 2010

2009
Fusion of multiparametric SAR images based on SW-nonsubsampled contourlet and PCNN.
Signal Process., 2009

Radar target recognition using contourlet packet transform and neural network approach.
Signal Process., 2009

Low bit rate SAR image coding based on adaptive multiscale Bandelets and cooperative decision.
Signal Process., 2009

A linear ridgelet network.
Neurocomputing, 2009

An early mode decision algorithm for H.264 optimization.
Proceedings of the 2009 Picture Coding Symposium, 2009

Fast mode selection scheme for H.264/AVC inter prediction based on statistical learning method.
Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009

Fast algorithm for multi-reference and variable block size motion estimation in H.264/AVC.
Proceedings of the First International Conference on Internet Multimedia Computing and Service, 2009

2008
Incremental constructive ridgelet neural network.
Neurocomputing, 2008

A RBFNN approach for DoA estimation of ultra wideband antenna array.
Neurocomputing, 2008

Optimally Joint Subcarrier Matching and Power Allocation in OFDM Multihop System.
EURASIP J. Adv. Signal Process., 2008

A GA-based UWB pulse waveform design method.
Digit. Signal Process., 2008

SAR Image Compression Based on Bandelet Network.
Proceedings of the Fourth International Conference on Natural Computation, 2008

Fusion of Multi-band SAR Images Based on Nonsubsampled Contourlet and PCNN.
Proceedings of the Fourth International Conference on Natural Computation, 2008

Comparison of Schemes for Joint Subcarrier Matching and Power Allocation in OFDM Decode-and-Forward Relay System.
Proceedings of IEEE International Conference on Communications, 2008

2007
Geometrical multi-resolution network based on ridgelet frame.
Signal Process., 2007

Ridgelet kernel regression.
Neurocomputing, 2007

4D Near-Field Source Localization Using Cumulant.
EURASIP J. Adv. Signal Process., 2007

2006
Beamforming of UWB pulse array and its implementation.
Digit. Signal Process., 2006

MRA Kernel Matching Pursuit Machine.
Proceedings of the PRICAI 2006: Trends in Artificial Intelligence, 2006

Robust adaptive infinite impulse response notch filters: a novel state-space approach.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2006), 2006

2005
A Novel Ridgelet Kernel Regression Method.
Proceedings of the Advances in Neural Networks - ISNN 2005, Second International Symposium on Neural Networks, Chongqing, China, May 30, 2005

Compression of Remote Sensing Images Based on Ridgelet and Neural Network.
Proceedings of the Advances in Neural Networks - ISNN 2005, Second International Symposium on Neural Networks, Chongqing, China, May 30, 2005

A New Adaptive Ridgelet Neural Network.
Proceedings of the Advances in Neural Networks - ISNN 2005, Second International Symposium on Neural Networks, Chongqing, China, May 30, 2005

Ultra-wideband Nearfield Adaptive Beamforming Based on a RBF Neural Network.
Proceedings of the Advances in Neural Networks - ISNN 2005, Second International Symposium on Neural Networks, Chongqing, China, May 30, 2005

Identification of road signs using a new ridgelet network.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2005), 2005

A beamforming method in UWB pulse array based on neural network.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2005), 2005

A ridgelet kernel regression model using genetic algorithm.
Proceedings of the 13th European Symposium on Artificial Neural Networks, 2005

A neural network approach of ultra-wideband nearfield adaptive beamforming.
Proceedings of the 13th European Symposium on Artificial Neural Networks, 2005

UWB radar target identification based on linear RBFNN.
Proceedings of the 13th European Symposium on Artificial Neural Networks, 2005

2004
A novel quantum evolutionary algorithm and its application.
Proceedings of the IEEE Congress on Evolutionary Computation, 2004

A quantum particle swarm optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2004

2001
Human face recognition using a spatially weighted Hausdorff distance.
Proceedings of the 2001 International Symposium on Circuits and Systems, 2001


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