2025
MDA-GAN: Multi-dimensional Attention Guided Concurrent-Single-Image-GAN.
Circuits Syst. Signal Process., February, 2025
MSC-GAN: A Multistream Complementary Generative Adversarial Network With Grouping Learning for Multitemporal Cloud Removal.
IEEE Trans. Geosci. Remote. Sens., 2025
2024
A deep convolutional attention network based on RGB activity images for smart home activity recognition.
Signal Image Video Process., November, 2024
Target Oriented Dynamic Adaption for Cross-Domain Few-Shot Learning.
Neural Process. Lett., June, 2024
Non-local Graph Convolutional Network.
Circuits Syst. Signal Process., April, 2024
SGBGAN: minority class image generation for class-imbalanced datasets.
Mach. Vis. Appl., March, 2024
Convolutional gated recurrent unit-driven multidimensional dynamic graph neural network for subject-independent emotion recognition.
Expert Syst. Appl., March, 2024
FADS: Fourier-Augmentation Based Data-Shunting for Few-Shot Classification.
IEEE Trans. Circuits Syst. Video Technol., February, 2024
Beyond coordinate attention: spatial-temporal recalibration and channel scaling for skeleton-based action recognition.
Signal Image Video Process., February, 2024
Functional connectivity-enhanced feature-grouped attention network for cross-subject EEG emotion recognition.
Knowl. Based Syst., January, 2024
Emotion recognition with attention mechanism-guided dual-feature multi-path interaction network.
Signal Image Video Process., 2024
A dual-branch joint learning network for underwater object detection.
Knowl. Based Syst., 2024
Feedback-Irrelevant Mapping: An evaluation method for decoupled few-shot classification.
Eng. Appl. Artif. Intell., 2024
Ensembling Multi-View Discriminative Semantic Feature for Few-Shot Classification.
Eng. Appl. Artif. Intell., 2024
Spectral Channel-Weighting CAT for Hyperspectral Image Classification.
Proceedings of the Pattern Recognition and Computer Vision - 7th Chinese Conference, 2024
2023
Object tracking based on siamese network with 3D attention and multiple graph attention.
Comput. Vis. Image Underst., October, 2023
Multi-source domain adaptation with spatio-temporal feature extractor for EEG emotion recognition.
Biomed. Signal Process. Control., July, 2023
Attention-Based Multi-View Feature Collaboration for Decoupled Few-Shot Learning.
IEEE Trans. Circuits Syst. Video Technol., May, 2023
Brain visual image signal classification via hybrid dilation residual shrinkage network with spatio-temporal feature fusion.
Signal Image Video Process., April, 2023
Subject-independent EEG emotion recognition with hybrid spatio-temporal GRU-Conv architecture.
Medical Biol. Eng. Comput., 2023
Pixel-Superpixel Level Multiscale Graph and Spectral-Spatial Representation Fusion Network for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett., 2023
CSN: Component supervised network for few-shot classification.
Eng. Appl. Artif. Intell., 2023
Motor Imagery EEG Recognition Based on an Improved Convolutional Neural Network with Parallel Gate Recurrent Unit.
Proceedings of the Pattern Recognition and Computer Vision - 6th Chinese Conference, 2023
2022
Accurately Modeling the Resting Brain Functional Correlations Using Wave Equation With Spatiotemporal Varying Hypergraph Laplacian.
IEEE Trans. Medical Imaging, 2022
MDFM: Multi-Decision Fusing Model for Few-Shot Learning.
IEEE Trans. Circuits Syst. Video Technol., 2022
Learning to Cooperate: Decision Fusion Method for Few-Shot Remote-Sensing Scene Classification.
IEEE Geosci. Remote. Sens. Lett., 2022
A Hybrid CNN Based on Global Reasoning for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett., 2022
U-Shaped Attention Connection Network for Remote-Sensing Image Super-Resolution.
IEEE Geosci. Remote. Sens. Lett., 2022
Hyperspectral Image Classification Using CNN-Enhanced Multi-Level Haar Wavelet Features Fusion Network.
IEEE Geosci. Remote. Sens. Lett., 2022
Horizontal and vertical features fusion network based on different brain regions for emotion recognition.
Knowl. Based Syst., 2022
DLDL: Dynamic label dictionary learning via hypergraph regularization.
Neurocomputing, 2022
A graph convolutional neural network model with Fisher vector encoding and channel-wise spatial-temporal aggregation for skeleton-based action recognition.
IET Image Process., 2022
CSN: Component-Supervised Network for Few-Shot Classification.
CoRR, 2022
Amplitude-frequency-aware deep fusion network for optimal contact selection on STN-DBS electrodes.
Sci. China Inf. Sci., 2022
MSL-FER: Mirrored Self-Supervised Learning for Facial Expression Recognition.
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022
Agcyclegan: Attention-Guided Cyclegan for Single Underwater Image Restoration.
Proceedings of the IEEE International Conference on Acoustics, 2022
Enrich Features for Few-Shot Point Cloud Classification.
Proceedings of the IEEE International Conference on Acoustics, 2022
2021
Saliency-Guided Remote Sensing Image Super-Resolution.
Remote. Sens., 2021
Cross-Dimension Attention Guided Self-Supervised Remote Sensing Single-Image Super-Resolution.
Remote. Sens., 2021
Classification of Remotely Sensed Images Using an Ensemble of Improved Convolutional Network.
IEEE Geosci. Remote. Sens. Lett., 2021
Accurately modeling the human brain functional correlations with hypergraph Laplacian.
Neurocomputing, 2021
CNN-combined graph residual network with multilevel feature fusion for hyperspectral image classification.
IET Comput. Vis., 2021
CIM: Class-Irrelevant Mapping for Few-Shot Classification.
CoRR, 2021
Automatic identification of sweet spots from MERs for electrodes implantation in STN-DBS.
Int. J. Comput. Assist. Radiol. Surg., 2021
Lithology Identification using Well Logging Images Based on Improved Inception Network.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2021
Adaptive Eigenmodes for Robust Object Tracking.
Proceedings of the 2021 IEEE International Conference on Systems, Man, and Cybernetics, 2021
MHFC: Multi-Head Feature Collaboration for Few-Shot Learning.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021
SSDL: Self-Supervised Dictionary Learning.
Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021
OPS-Net: Over-Parameterized Sharing Networks for Video Frame Interpolation.
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021
Adaptive Multi-Feature Fusion for Robust Object Tracking.
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021
2020
Class specific or shared? A cascaded dictionary learning framework for image classification.
Signal Process., 2020
Label embedded dictionary learning for image classification.
Neurocomputing, 2020
DLDL: Dynamic Label Dictionary Learning via Hypergraph Regularization.
CoRR, 2020
SAHDL: Sparse Attention Hypergraph Regularized Dictionary Learning.
CoRR, 2020
Probabilistic Memory Model for Visual Images Categorization.
Comput. Informatics, 2020
A Batch Process Monitoring Method Using Two-Dimensional Localized Dynamic Support Vector Data Description.
IEEE Access, 2020
Understanding the Relationship Between Human Brain Structure and Function by Predicting the Structural Connectivity From Functional Connectivity.
IEEE Access, 2020
Action Detection Based on 3D Convolution Neural Network with Channel Attention Mechanism.
Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence, 2020
Inpainting Electrical Logging Images Based on Deep CNN with Attention Mechanisms.
Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence, 2020
2019
Weighted Spatial Pyramid Matching Collaborative Representation for Remote-Sensing-Image Scene Classification.
Remote. Sens., 2019
Class Specific or Shared? A Hybrid Dictionary Learning Network for Image Classification.
CoRR, 2019
Label Embedded Dictionary Learning for Image Classification.
CoRR, 2019
Sparse Representation and Collaborative Representation? Both Help Image Classification.
IEEE Access, 2019
A Model Predictive Control Performance Monitoring and Grading Strategy Based on Improved Slow Feature Analysis.
IEEE Access, 2019
Inferring Human Brain Structural Connectivity Based on Neural Networks.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2019
A Memory Model for Visual Image Classification Based on Residual Neural Network and Bayesian Decision.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2019
Kernel-based Slice-timing Correction for fMRI data Analysis.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2019
Object Tracking Based on Deep CNN Features Together with Color Features and Sparse Representation.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2019
Visual Image Classification Based on Auto-Associative Memory.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2019
2018
Hybrid Collaborative Representation for Remote-Sensing Image Scene Classification.
Remote. Sens., 2018
Increment Learning and Rapid Retrieval of Visual Information Based on Pattern Association Memory.
Neural Process. Lett., 2018
Biological modeling of human visual system for object recognition using GLoP filters and sparse coding on multi-manifolds.
Mach. Vis. Appl., 2018
Laplace Graph Embedding Class Specific Dictionary Learning for Face Recognition.
J. Electr. Comput. Eng., 2018
Predicting resting-state functional connectivity with efficient structural connectivity.
IEEE CAA J. Autom. Sinica, 2018
Recognition of Working Condition in Sucker-Rod Pumping Wells Based on Multi-View Kernel Learning and Hessian-Regularized Logistic Regression.
Proceedings of the 2018 IEEE International Conference on Signal Processing, 2018
Learn a Hybrid Collaborative Representation for Fine-Grained Image Classification.
Proceedings of the Imaging and Multimedia Analytics in a Web and Mobile World 2018, Burlingame, CA, USA, January 28, 2018
2017
Class specific centralized dictionary learning for face recognition.
Multim. Tools Appl., 2017
Sparse Canonicial Correlation Analysis for Mobile Media Recognition on the Cloud.
J. Mobile Multimedia, 2017
Psychologically inspired visual information storage and retrieval modeling for multiclass image classification.
Neurocomputing, 2017
Elastic Net Regularized Dictionary Learning for Face Recognition.
Proceedings of the Internet Multimedia Computing and Service, 2017
Probabilistic Collaborative Representation with Kernels for Visual Classification.
Proceedings of the Internet Multimedia Computing and Service, 2017
2016
p-Laplacian Regularized Sparse Coding for Human Activity Recognition.
IEEE Trans. Ind. Electron., 2016
Modeling object recognition in visual cortex using multiple firing k-means and non-negative sparse coding.
Signal Process., 2016
Large-scale paralleled sparse principal component analysis.
Multim. Tools Appl., 2016
Blockwise coordinate descent schemes for efficient and effective dictionary learning.
Neurocomputing, 2016
Face recognition using class specific dictionary learning for sparse representation and collaborative representation.
Neurocomputing, 2016
Manifold regularized kernel logistic regression for web image annotation.
Neurocomputing, 2016
Class specific dictionary learning based kernel collaborative representation for fine-grained image classification.
Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016
A Conjugate Gradient-Based Efficient Algorithm for Training Single-Hidden-Layer Neural Networks.
Proceedings of the Neural Information Processing - 23rd International Conference, 2016
Class specific discriminant dictionary learning with kernels for face recognition.
Proceedings of the Imaging and Multimedia Analytics in a Web and Mobile World 2016, 2016
2015
Multiview Hessian regularized logistic regression for action recognition.
Signal Process., 2015
A general framework for co-training and its applications.
Neurocomputing, 2015
Object Tracking Based on Particle Filter with Data Association.
Proceedings of the Advances in Image and Graphics Technologies - 10th Chinese Conference, 2015
A Hypergraph Matching Framework for Refining Multi-source Feature Correspondences.
Proceedings of the Graph-Based Representations in Pattern Recognition, 2015
2014
Multi-view Face Analysis Based on Gabor Features.
CoRR, 2014
Laplacian-Hessian regularization for semi-supervised classification.
Proceedings of the Proceedings IEEE International Conference on Security, 2014
Co-regularization for classification.
Proceedings of the Proceedings IEEE International Conference on Security, 2014
Spinning tri-layer-circle memory modeling for template updating during moving object tracking.
Proceedings of the 2014 IEEE International Conference on Systems, Man, and Cybernetics, 2014
Class specific subspace learning for collaborative representation.
Proceedings of the 2014 IEEE International Conference on Systems, Man, and Cybernetics, 2014
Structurally refined feature matching for multi-source images.
Proceedings of the International Conference on Multisensor Fusion and Information Integration for Intelligent Systems, 2014
Blockwise coordinate descent schemes for sparse representation.
Proceedings of the IEEE International Conference on Acoustics, 2014
Boundedness of Weight Elimination for BP Neural Networks.
Proceedings of the Artificial Intelligence and Soft Computing, 2014
2013
Dictionary learning based image enhancement for rarity detection
CoRR, 2013
Memory-based cognitive modeling for robust object extraction and tracking.
Appl. Intell., 2013
Self-Explanatory Convex Sparse Representation for Image Classification.
Proceedings of the IEEE International Conference on Systems, 2013
Discriminant Multi-component Face Analysis.
Proceedings of the IEEE International Conference on Systems, 2013
Object-of-interest extraction based on sparse coding.
Proceedings of the International Conference on Internet Multimedia Computing and Service, 2013
Facial expression recognition based on Hessian regularized support vector machine.
Proceedings of the International Conference on Internet Multimedia Computing and Service, 2013
Detection of static salient objects based on visual attention and edge features.
Proceedings of the International Conference on Internet Multimedia Computing and Service, 2013
Bio-inspired invariant visual feature representation based on K-SVD and SURF algorithms.
Proceedings of the International Conference on Internet Multimedia Computing and Service, 2013
2012
Facial expression recognition based on discriminative dictionary learning.
Proceedings of the 21st International Conference on Pattern Recognition, 2012
Cellular Differentiation Algorithm for High Dimensional Numerical Function Optimization.
Proceedings of the 11th International Conference on Machine Learning and Applications, 2012
Subject-Independent Facial Expression Recognition with Biologically Inspired Features.
Proceedings of the 11th International Conference on Machine Learning and Applications, 2012
Laplacian support vector machines for medical diagnosis.
Proceedings of the International Conference on Computerized Healthcare, 2012
Facial expression recognition based on Gabor features and sparse representation.
Proceedings of the 12th International Conference on Control Automation Robotics & Vision, 2012
Brain Memory Inspired Template Updating Modeling for Robust Moving Object Tracking Using Particle Filter.
Proceedings of the Advances in Brain Inspired Cognitive Systems, 2012
2009
An Artificial Fish Swarm Algorithm Based on Chaos Search.
Proceedings of the Fifth International Conference on Natural Computation, 2009
Cultural Algorithm Based on Particle Swarm Optimization for Function Optimization.
Proceedings of the Fifth International Conference on Natural Computation, 2009
Well-Log Acoustic Velocity Prediction Based on Relevance Vector Machine.
Proceedings of the Fifth International Conference on Natural Computation, 2009
A Target Detection Algorithm Based on Histogram Feature and Particle Swarm.
Proceedings of the Fifth International Conference on Natural Computation, 2009