Liang Xiao

Affiliations:
  • Nanjing University of Science and Technology, School of Computer Science, Nanjing, China (PhD 2004)


According to our database1, Liang Xiao authored at least 246 papers between 2000 and 2024.

Collaborative distances:

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Bibliography

2024
Unsupervised Deep Tensor Network for Hyperspectral-Multispectral Image Fusion.
IEEE Trans. Neural Networks Learn. Syst., September, 2024

Composite Neighbor-Aware Convolutional Metric Networks for Hyperspectral Image Classification.
IEEE Trans. Neural Networks Learn. Syst., July, 2024

Computational Oriented Proposal for Fine-Grained Ship Detection in Complex Remote Sensing Images.
IEEE Trans. Instrum. Meas., 2024

Hyperspectral Reconstruction From RGB Images via Physically Guided Graph Deep Prior Learning.
IEEE Trans. Geosci. Remote. Sens., 2024

I<sup>2</sup>MEP-Net: Inter- and Intra-Modality Enhancing Prototypical Network for Few-Shot Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2024

A Multiscale Grouping Transformer With CLIP Latents for Remote Sensing Image Captioning.
IEEE Trans. Geosci. Remote. Sens., 2024

A Spectral Diffusion Prior for Unsupervised Hyperspectral Image Super-Resolution.
IEEE Trans. Geosci. Remote. Sens., 2024

Content-Guided and Class-Oriented Learning for VHR Image Semantic Segmentation.
IEEE Trans. Geosci. Remote. Sens., 2024

Difference Guidance Learning With Feature Alignment for Change Detection.
IEEE Trans. Geosci. Remote. Sens., 2024

Candidate-Aware and Change-Guided Learning for Remote Sensing Change Detection.
IEEE Trans. Geosci. Remote. Sens., 2024

Conjoint Cross-Attention Modeling and Joint Feature Calibrating for Remote Sensing Image Change Detection via a Triple-Double Network.
IEEE Trans. Geosci. Remote. Sens., 2024

Deep Unfolding Network Enhanced by Transformer Priors for Unregistered Hyperspectral and Multispectral Image Fusion.
IEEE Trans. Geosci. Remote. Sens., 2024

MIMO-SST: Multi-Input Multi-Output Spatial-Spectral Transformer for Hyperspectral and Multispectral Image Fusion.
IEEE Trans. Geosci. Remote. Sens., 2024

Stair Fusion Network With Context-Refined Attention for Remote Sensing Image Semantic Segmentation.
IEEE Trans. Geosci. Remote. Sens., 2024

HS-McHF: Hypersharpening With Multicomponent-Based Hierarchical Features Fusion Network.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

MSTSENet: Multiscale Spectral-Spatial Transformer with Squeeze and Excitation network for hyperspectral image classification.
Eng. Appl. Artif. Intell., 2024

Spectral-Spatial Attentions and Deep Supervision for Change Detection in Remote Sensing Images.
Proceedings of the IGARSS 2024, 2024

A Conditional Denoising Diffusion Probabilistic Model for Point Cloud Upsampling.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023
Deep Open-Curve Snake for Discriminative 3D Neuron Tracking.
IEEE J. Biomed. Health Informatics, December, 2023

Swin transformer with multiscale 3D atrous convolution for hyperspectral image classification.
Eng. Appl. Artif. Intell., November, 2023

A Novel Video Stabilization Model With Motion Morphological Component Priors.
IEEE Trans. Multim., 2023

Prototype Learning for Automatic Check-Out.
IEEE Trans. Multim., 2023

Learning Degradation-Aware Deep Prior for Hyperspectral Image Reconstruction.
IEEE Trans. Geosci. Remote. Sens., 2023

Multiple Deep Proximal Learning for Hyperspectral-Multispectral Image Fusion.
IEEE Trans. Geosci. Remote. Sens., 2023

Cross-Modal Graph Knowledge Representation and Distillation Learning for Land Cover Classification.
IEEE Trans. Geosci. Remote. Sens., 2023

Cross-Domain Few-Shot Hyperspectral Image Classification With Class-Wise Attention.
IEEE Trans. Geosci. Remote. Sens., 2023

Prior Knowledge-Guided Transformer for Remote Sensing Image Captioning.
IEEE Trans. Geosci. Remote. Sens., 2023

Learning Transferable Discriminative Knowledge From Attribute-Aligned Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens., 2023

Multiresolution Analysis-Inspired Spatial and Spectral Details Preserved Model for Variational Pansharpening.
IEEE Trans. Geosci. Remote. Sens., 2023

Adversarial Domain Alignment With Contrastive Learning for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2023

MANet: An Efficient Multidimensional Attention-Aggregated Network for Remote Sensing Image Change Detection.
IEEE Trans. Geosci. Remote. Sens., 2023

S<sup>2</sup>DMSC: A Self-Supervised Deep Multilevel Subspace Clustering Approach for Large Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens., 2023

PRBCD-Net: Predict-Refining-Involved Bidirectional Contrastive Difference Network for Unsupervised Change Detection.
IEEE Trans. Geosci. Remote. Sens., 2023

Spatial-Spectral Adaptive Learning With Pixelwise Filtering for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2023

IVIU-Net: Implicit Variable Iterative Unrolling Network for Hyperspectral Sparse Unmixing.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

A Novel Tensor-Based Hyperspectral Image Restoration Method With Low-Rank Modeling in Gradient Domains.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

Adaptive Spatial and Difference Learning for Change Detection.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

Model-Guided Deep Unfolded Fusion Network With Nonlocal Spatial-Spectral Priors for Hyperspectral Image Super-Resolution.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

A Multiresolution Details Enhanced Attentive Dual-UNet for Hyperspectral and Multispectral Image Fusion.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

Unsupervised Single-Generator CycleGAN-Based Pansharpening With Spatial-Spectral Degradation Modeling.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

Intrinsic Decomposition Model-Guided Two-Stream Coupled Autoencoder for Unsupervised Hyperspectral Image Change Detection.
IEEE Geosci. Remote. Sens. Lett., 2023

Adversarial Purification of Information Masking.
CoRR, 2023

A Spectral Diffusion Prior for Hyperspectral Image Super-Resolution.
CoRR, 2023

Efficient Implementation for Composite CNN-Based HSI Classification Algorithm with Huawei Ascend Framework.
Proceedings of the 13th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2023

Novel Contrastive Regularized Bipartite Network for Unsupervised Change Detection.
Proceedings of the 13th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2023

Detecting Adversarial Examples for Hyperspectral Image Classification Via Mutation Testing.
Proceedings of the 13th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2023

Edge-Guided Feature Dense Fusion Network for Remote Sensing Image Change Detection.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Unsupervised Domain Adaption for Remote Sensing Semantic Segmentation with Self-Attention Mechanism.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

A Multi-Scale Deep Feature Learning and Semantic Enhancement Approach for Remote Sensing Scene Classification.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Siamese Recurrent Residual Refinement Network for High-Resolution Image Change Detection.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Domain-Specific and Domain-Common Feature Enhancement for Cross-Domain Few-Shot Hyperspectral Image Classification.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Spatial-Preserving and Edge-Orienting High-Resolution Network for Remote Sensing Change Detection.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Learnable Snake R-CNN for Instance-Level Biomedical Image Segmentation.
Proceedings of the IEEE International Conference on Image Processing, 2023

2022
Self-Supervised Multi-Category Counting Networks for Automatic Check-Out.
IEEE Trans. Image Process., 2022

Variational Regularization Network With Attentive Deep Prior for Hyperspectral-Multispectral Image Fusion.
IEEE Trans. Geosci. Remote. Sens., 2022

Detail-Injection-Model-Inspired Deep Fusion Network for Pansharpening.
IEEE Trans. Geosci. Remote. Sens., 2022

BDANet: Multiscale Convolutional Neural Network With Cross-Directional Attention for Building Damage Assessment From Satellite Images.
IEEE Trans. Geosci. Remote. Sens., 2022

ADMM-HFNet: A Matrix Decomposition-Based Deep Approach for Hyperspectral Image Fusion.
IEEE Trans. Geosci. Remote. Sens., 2022

A Probabilistic Model Based on Bipartite Convolutional Neural Network for Unsupervised Change Detection.
IEEE Trans. Geosci. Remote. Sens., 2022

Multilevel Superpixel Structured Graph U-Nets for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2022

A Nonconvex Pansharpening Model With Spatial and Spectral Gradient Difference-Induced Nonconvex Sparsity Priors.
IEEE Trans. Geosci. Remote. Sens., 2022

Model Inspired Autoencoder for Unsupervised Hyperspectral Image Super-Resolution.
IEEE Trans. Geosci. Remote. Sens., 2022

Adaptive Graph Convolutional Network for PolSAR Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2022

A Unified Pansharpening Method With Structure Tensor Driven Spatial Consistency and Deep Plug-and-Play Priors.
IEEE Trans. Geosci. Remote. Sens., 2022

Joint Variation Learning of Fusion and Difference Features for Change Detection in Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2022

A Bipartite Graph Partition-Based Coclustering Approach With Graph Nonnegative Matrix Factorization for Large Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens., 2022

Graph Convolutional Sparse Subspace Coclustering With Nonnegative Orthogonal Factorization for Large Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens., 2022

A Total Variation Regularized Bipartite Network for Unsupervised Change Detection.
IEEE Trans. Geosci. Remote. Sens., 2022

Evolving Connections in Group of Neurons for Robust Learning.
IEEE Trans. Cybern., 2022

Patch-Aware Deep Hyperspectral and Multispectral Image Fusion by Unfolding Subspace-Based Optimization Model.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

NMF-DuNet: Nonnegative Matrix Factorization Inspired Deep Unrolling Networks for Hyperspectral and Multispectral Image Fusion.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

A Mutual Teaching Framework with Momentum Correction for Unsupervised Hyperspectral Image Change Detection.
Remote. Sens., 2022

DHCAE: Deep Hybrid Convolutional Autoencoder Approach for Robust Supervised Hyperspectral Unmixing.
Remote. Sens., 2022

Domain-Adaptive Few-Shot Learning for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett., 2022

MC-JAFN: Multilevel Contexts-Based Joint Attentive Fusion Network for Pansharpening.
IEEE Geosci. Remote. Sens. Lett., 2022

Learning Deep Subspace Projection Prior for Dual-Camera Compressive Hyperspectral Imaging.
IEEE Geosci. Remote. Sens. Lett., 2022

Block shuffling learning for Deepfake Detection.
CoRR, 2022

Prototype-based classifier learning for long-tailed visual recognition.
Sci. China Inf. Sci., 2022

An Unsupervised Hyperspectral Image Fusion Method Based on Spectral Unmixing and Deep Learning.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Learning a Coupled Multilinear Network for Unsupervised Hyperspectral-Multispectral Image Fusion.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Siamese High-Resolution Network for Change Detection.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Manifold Augmentation Based Self-Supervised Contrastive Learning for Few-Shot Remote Sensing Scene Classification.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Spatial-Adaptive and Feature-Enhanced Siamese Network for Change Detection.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

High Speed and Robust RGB-Thermal Tracking via Dual Attentive Stream Siamese Network.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

An Orientation-Aware Anchor-Free Detector for Aerial Object Detection.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Learning Transformations between Heterogeneous SAR and Optical Images for Change Detection.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Automatic Check-Out via Prototype-Based Classifier Learning from Single-Product Exemplars.
Proceedings of the Computer Vision - ECCV 2022, 2022

Learning Texture Enhancement Prior with Deep Unfolding Network for Snapshot Compressive Imaging.
Proceedings of the Computer Vision - ACCV 2022, 2022

2021
Simultaneous Video Stabilization and Rolling Shutter Removal.
IEEE Trans. Image Process., 2021

Sparse Coding Driven Deep Decision Tree Ensembles for Nucleus Segmentation in Digital Pathology Images.
IEEE Trans. Image Process., 2021

Efficient Deep Learning of Nonlocal Features for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2021

CNN-Enhanced Graph Convolutional Network With Pixel- and Superpixel-Level Feature Fusion for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2021

Unified Low-Rank Subspace Clustering with Dynamic Hypergraph for Hyperspectral Image.
Remote. Sens., 2021

Hyperspectral Image Classification via a Novel Spectral-Spatial 3D ConvLSTM-CNN.
Remote. Sens., 2021

Hybrid Local and Nonlocal 3-D Attentive CNN for Hyperspectral Image Super-Resolution.
IEEE Geosci. Remote. Sens. Lett., 2021

Hypergraph-Regularized Low-Rank Subspace Clustering Using Superpixels for Unsupervised Spatial-Spectral Hyperspectral Classification.
IEEE Geosci. Remote. Sens. Lett., 2021

Deep associative learning for neural networks.
Neurocomputing, 2021

Intra- and Inter-frame Iterative Temporal Convolutional Networks for Video Stabilization.
Proceedings of the MMAsia '21: ACM Multimedia Asia, Gold Coast, Australia, December 1, 2021

Hyperspectral Image Denoising with Collaborative Total Variation and Low Rank Regularization.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Multi-Supervised Recursive-CNN for Hyperspectral and Multispectral Image Fusion.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Spatial-Spectral Total Variation Constrained Collaborative Tensor Regularization for Dual-Camera Compressive Hyperspectral Imaging.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

2020
Learning Multiple Parameters for Kernel Collaborative Representation Classification.
IEEE Trans. Neural Networks Learn. Syst., 2020

A Truncated Matrix Decomposition for Hyperspectral Image Super-Resolution.
IEEE Trans. Image Process., 2020

Content-Guided Convolutional Neural Network for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2020

Generalized Tensor Regression for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2020

A Twice Optimizing Net With Matrix Decomposition for Hyperspectral and Multispectral Image Fusion.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020

Sparse Coding Driven Deep Decision Tree Ensembles for Nuclear Segmentation in Digital Pathology Images.
CoRR, 2020

Efficient Deep Learning of Non-local Features for Hyperspectral Image Classification.
CoRR, 2020

Cortical thickness computation by solving tetrahedron-based harmonic field.
Comput. Biol. Medicine, 2020

Bipartite Residual Network for Change Detection in Heterogeneous Optical and Radar Images.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

A Directional Message Propagation Convolutional Neural Network for Hyperspectral Images Classification.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

PERONA-MALIK DIFFUSION DRIVEN CNN FOR SUPERVISED CLASSIFICATION OF HYPERSPECTRAL IMAGES.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Locally Constrained Collaborative Representation Based Fisher's LDA for Clustering of Hyperspectral Images.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Video Deblurring Via 3d CNN and Fourier Accumulation Learning.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019
Locally Low-Rank Regularized Video Stabilization With Motion Diversity Constraints.
IEEE Trans. Circuits Syst. Video Technol., 2019

A Bilevel Contextual MRF Model for Supervised Classification of High Spatial Resolution Remote Sensing Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019

Multicomponent Driven Consistency Priors for Simultaneous Decomposition and Pansharpening.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019

Bipartite Graph Partition Based Coclustering With Joint Sparsity for Hyperspectral Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019

A Multi-Scale Wavelet 3D-CNN for Hyperspectral Image Super-Resolution.
Remote. Sens., 2019

Multi-layer boosting sparse convolutional model for generalized nuclear segmentation from histopathology images.
Knowl. Based Syst., 2019

Hyperspectral image clustering via sparse dictionary-based anchored regression.
IET Image Process., 2019

A Spectral-Spatial Domain-Specific Convolutional Deep Extreme Learning Machine for Supervised Hyperspectral Image Classification.
IEEE Access, 2019

Hyperspectral Unmixing Via Simultaneous Dictionary Refining and Enhanced Sparse Regression.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

A Multi-Scale Densely Deep Learning Method for Pansharpening.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Supervised Hyperspectral Image Classification Via Sparse Separable Convolutional Feature Learning.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Data Augmentation and Refining with Steering Stencils for Supervised Classification of Hyperspectral Image.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Clustering Hyperspectral Images Via Sparse Dictionary Learning with Joint Sparsity and Shared Wavelets.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

A Hybrid Convolutional Neural Network with Anisotropic Diffusion for Hyperspectral Image Classification.
Proceedings of the Image and Graphics - 10th International Conference, 2019

Cross-Domain NER using Cross-Domain Language Modeling.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018
Contour-Seed Pairs Learning-Based Framework for Simultaneously Detecting and Segmenting Various Overlapping Cells/Nuclei in Microscopy Images.
IEEE Trans. Image Process., 2018

A Variational Pan-Sharpening Method Based on Spatial Fractional-Order Geometry and Spectral-Spatial Low-Rank Priors.
IEEE Trans. Geosci. Remote. Sens., 2018

Spatial rich model steganalysis feature normalization on random feature-subsets.
Soft Comput., 2018

Hyperspectral Mixed Denoising via Spectral Difference-Induced Total Variation and Low-Rank Approximation.
Remote. Sens., 2018

Normal curvature-induced variational model for image restoration.
IET Image Process., 2018

A Novel Hyperspectral Image Clustering Method With Context-Aware Unsupervised Discriminative Extreme Learning Machine.
IEEE Access, 2018

Fast Superpixel Based Subspace Low Rank Learning Method for Hyperspectral Denoising.
IEEE Access, 2018

A Novel Generalized Intensity-Hue-Saturation (GIHS) Based Pan-Sharpening Method With Variational Hessian Transferring.
IEEE Access, 2018

Prediction of Lung Motion From Four-Dimensional Computer Tomography (4DCT) Images Using Bayesian Registration and Trajectory Modelling.
IEEE Access, 2018

Architectural analysis on dynamic MRI to study thoracic insufficiency syndrome.
Proceedings of the Medical Imaging 2018: Image-Guided Procedures, 2018

Multivariate Regression-Based Pan-Sharpening With Low Rank Regularization.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Pan-Sharpening with Hessian Nuclear Norm Induced Spatial Consistency.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Simultaneous Dictionary Sparse Pruning and Collaborative Sparse Regression for Hyperspectral Image Unmixing.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Discriminative Pixel-Pairwise Constraint-Guided Extreme Learning Machine for Semi-Supervised Hyperspectral Image Classification.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Hyperspectral Denoising Via Cross Total Variation-Regularized Unidirectional Nonlocal Low-Rank Tensor Approximation.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

2017
Boundary-to-Marker Evidence-Controlled Segmentation and MDL-Based Contour Inference for Overlapping Nuclei.
IEEE J. Biomed. Health Informatics, 2017

Structure-Based Low-Rank Model With Graph Nuclear Norm Regularization for Noise Removal.
IEEE Trans. Image Process., 2017

Local and Nonlocal Context-Aware Elastic Net Representation-Based Classification for Hyperspectral Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017

Fast projections of spatial rich model feature for digital image steganalysis.
Soft Comput., 2017

Video stabilisation with total warping variation model.
IET Image Process., 2017

Automated identification and reduction of artifacts in cine four-dimensional computed tomography (4DCT) images using respiratory motion model.
Int. J. Comput. Assist. Radiol. Surg., 2017

Multimodal spatial-based segmentation framework for white matter lesions in multi-sequence magnetic resonance images.
Biomed. Signal Process. Control., 2017

A Low Rank Regularization Method for Motion Adaptive Video Stabilization.
Proceedings of the Intelligence Science and Big Data Engineering, 2017

Spectral-spatial subspace clustering for hyperspectral images VIA modulated low-rank representation.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Supervised classification of hyperspectral images via heterogeneous deep neural networks.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

PAN-Sharpening via residual deep learning.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Robust segmentation of brain MRI images using a novel fuzzy c-means clustering method.
Proceedings of the 13th International Conference on Natural Computation, 2017

Supervised classification of hyperspectral images using local-receptive-fields-based kernel extreme learning machine.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Color demosaicking via nonlocal tensor representation.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Pansharpening via Locality-Constrained Sparse Representation.
Proceedings of the British Machine Vision Conference 2017, 2017

2016
Spatial-Hessian-Feature-Guided Variational Model for Pan-Sharpening.
IEEE Trans. Geosci. Remote. Sens., 2016

Automatic Change Detection in High-Resolution Remote Sensing Images by Using a Multiple Classifier System and Spectral-Spatial Features.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

Bilayer Elastic Net Regression Model for Supervised Spectral-Spatial Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

Spatial-Spectral Hyperspectral Image Classification Using Random Multiscale Representation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

A New Geometry Enforcing Variational Model for Pan-Sharpening.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

Bi-component decomposition based hybrid regularization method for partly-textured CS-MR image reconstruction.
Signal Process., 2016

Pure spatial rich model features for digital image steganalysis.
Multim. Tools Appl., 2016

Motion blur kernel estimation in steerable gradient domain of decomposed image.
Multidimens. Syst. Signal Process., 2016

Surrogating circuit design solutions with robustness metrics.
Integr., 2016

A fast higher degree total variation minimization method for image restoration.
Int. J. Comput. Math., 2016

Non-local Spectral-spatial Centralized Sparse Representation for hyperspectral image classification.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

ELM-based spectral-spatial classification of hyperspectral images using bilateral filtering information on spectral band-subsets.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Hyperspectral image classification via region-based composite kernels.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Fractional order variational pan-sharpening.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Hyperspectral image supervised classification via multi-view nuclear norm based 2D PCA feature extraction and kernel ELM.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

ELM-based classification of ADHD patients using a novel local feature extraction method.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2016

Joint Multiview Fused ELM Learning with Propagation Filter for Hyperspectral Image Classification.
Proceedings of the Computer Vision - ACCV 2016 Workshops, 2016

2015
Supervised Spectral-Spatial Hyperspectral Image Classification With Weighted Markov Random Fields.
IEEE Trans. Geosci. Remote. Sens., 2015

Cartoon-texture composite regularization based non-blind deblurring method for partly-textured blurred images with Poisson noise.
Signal Process., 2015

Hyperspectral Imagery Super-Resolution by Compressive Sensing Inspired Dictionary Learning and Spatial-Spectral Regularization.
Sensors, 2015

A New Pan-Sharpening Method With Deep Neural Networks.
IEEE Geosci. Remote. Sens. Lett., 2015

Color demosaicking via robust adaptive sparse representation.
J. Electronic Imaging, 2015

Local brightness adaptive image colour enhancement with Wasserstein distance.
IET Image Process., 2015

Automatic method for white matter lesion segmentation based on T1-fluid-attenuated inversion recovery images.
IET Comput. Vis., 2015

Image dehazing using two-dimensional canonical correlation analysis.
IET Comput. Vis., 2015

Efficient multiplicative noise removal method using isotropic second order total variation.
Comput. Math. Appl., 2015

Joint dictionary learning with ridge regression for pansharpening.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

A new variational method for pan-sharpening.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Automatic Segmentation of White Matter Lesions Using SVM and RSF Model in Multi-channel MRI.
Proceedings of the Image and Graphics - 8th International Conference, 2015

Blind Motion Deblurring Based on Fused l<sub>0</sub>-l<sub>1</sub> Regularization.
Proceedings of the Image and Graphics - 8th International Conference, 2015

Pan-Sharpening via Coupled Unitary Dictionary Learning.
Proceedings of the Image and Graphics - 8th International Conference, 2015

Coupled learning based on singular-values-unique and hog for face hallucination.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

2014
Image-Based Quantitative Analysis of Gold Immunochromatographic Strip via Cellular Neural Network Approach.
IEEE Trans. Medical Imaging, 2014

Variational Bayesian Method for Retinex.
IEEE Trans. Image Process., 2014

A fast adaptive reweighted residual-feedback iterative algorithm for fractional-order total variation regularized multiplicative noise removal of partly-textured images.
Signal Process., 2014

Hyperspectral Image Classification Using Kernel Sparse Representation and Semilocal Spatial Graph Regularization.
IEEE Geosci. Remote. Sens. Lett., 2014

Edge and color preserving single image superresolution.
J. Electronic Imaging, 2014

Partial least-squares regression on common feature space for single image superresolution.
J. Electronic Imaging, 2014

Compressive Sensing Inverse Synthetic Aperture Radar Imaging Based on Gini Index Regularization.
Int. J. Autom. Comput., 2014

Adaptive tensor matrix based kernel regression for hyperspectral image denoising.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Spatial-spectral compressive sensing for hyperspectral images super-resolution over learned dictionary.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

2013
Spatial-Spectral Kernel Sparse Representation for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2013

Iterative Directional Total Variation Refinement for Compressive Sensing Image Reconstruction.
IEEE Signal Process. Lett., 2013

New image restoration method associated with tetrolets shrinkage and weighted anisotropic total variation.
Signal Process., 2013

A novel compound regularization and fast algorithm for compressive sensing deconvolution.
Neurocomputing, 2013

Active contour model for simultaneous MR image segmentation and denoising.
Digit. Signal Process., 2013

An active contour model driven by anisotropic region fitting energy for image segmentation.
Digit. Signal Process., 2013

Compressive sensing ISAR imaging with stepped frequency continuous wave via Gini sparsity.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

A hybrid active contour model with structure feature for image segmentation.
Proceedings of the IEEE International Conference on Image Processing, 2013

2012
Perceptual image quality assessment based on structural similarity and visual masking.
Signal Process. Image Commun., 2012

A robust patch-statistical active contour model for image segmentation.
Pattern Recognit. Lett., 2012

An improved region-based model with local statistical features for image segmentation.
Pattern Recognit., 2012

Adaptive Fractional-order Multi-scale Method for Image Denoising.
J. Math. Imaging Vis., 2012

Fractional-order iterative regularization method for total variation based image denoising.
J. Electronic Imaging, 2012

A parametric statistic model and fast algorithm for brain MR image segmentation and bias correction.
Proceedings of the Medical Imaging 2012: Image Processing, 2012

Tetrolet Regularization and Learning for Single Frame Image Super-Resolution.
Proceedings of the Intelligent Science and Intelligent Data Engineering, 2012

Optimization and Fiber-Centered Prediction of Functional Network ROIs.
Proceedings of the Intelligent Science and Intelligent Data Engineering, 2012

A novel sparsity constrained nonnegative matrix factorization for hyperspectral unmixing.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

A Relaxed Split Bregman Iteration for Total Variation Regularized Image Denoising.
Proceedings of the Intelligent Computing Theories and Applications, 2012

A Hybrid Point-Sets Clustering Approach to Identification of Resting State Functional Network.
Proceedings of the Pattern Recognition - Chinese Conference, 2012

2011
Variational image restoration based on Poisson singular integral and curvelet-type decomposition space regularization.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

An improved region-based model with local statistical feature.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

<i>iSearch</i>: towards precise retrieval of item image.
Proceedings of the ICIMCS 2011, 2011

Compounded Regularization and Fast Algorithm for Compressive Sensing Deconvolution.
Proceedings of the Sixth International Conference on Image and Graphics, 2011

Perceptual Saliency Driven Total Variation for Image Denoising Using Tensor Voting.
Proceedings of the Sixth International Conference on Image and Graphics, 2011

2010
Comments on "Staircase effect alleviation by coupling gradient fidelity term".
Image Vis. Comput., 2010

Multiplicative Noise Removal via a Novel Variational Model.
EURASIP J. Image Video Process., 2010

A Weberized Total Variation Regularization-Based Image Multiplicative Noise Removal Algorithm.
EURASIP J. Adv. Signal Process., 2010

Image Variational Denoising Using Gradient Fidelity on Curvelet Shrinkage.
EURASIP J. Adv. Signal Process., 2010

Automatic and Reliable Extraction of Dendrite Backbone from Optical Microscopy Images.
Proceedings of the Life System Modeling and Intelligent Computing, 2010

2009
Compressed sensing image reconstruction based on morphological component analysis.
Proceedings of the International Conference on Image Processing, 2009

A Nonlinear Inverse Scale Space Method for Multiplicative Noise Removal Based on Weberized Total Variation.
Proceedings of the Fifth International Conference on Image and Graphics, 2009

2008
Comments on "Robust embedding of visual watermarks using discrete wavelet transform and singular value decomposition" and theoretical analysis.
J. Electronic Imaging, 2008

Research of Multiple Watermarks Algorithm in E-commerce Copyright Protection and Tracking.
Proceedings of the 2008 International Conference on Computational Intelligence and Security, 2008

2007
Robust Orientation Diffusion Via PCA Method and Application to Image Super-Resolution Reconstruction.
Proceedings of the Bio-Inspired Computational Intelligence and Applications, 2007

A Super-resolution Reconstruction via Local and Contextual Information Driven Partial Differential Equations.
Proceedings of the Fourth International Conference on Fuzzy Systems and Knowledge Discovery, 2007

A Sub-pixel Multifractal Method for the Image Segmentation.
Proceedings of the Fourth International Conference on Fuzzy Systems and Knowledge Discovery, 2007

A Novel Classification Algorithm Based on Fuzzy Kernel Multiple Hyperspheres.
Proceedings of the Fourth International Conference on Fuzzy Systems and Knowledge Discovery, 2007

Novel Method for Computer Create Van Gogh's Oil Style Painting.
Proceedings of the Technologies for E-Learning and Digital Entertainment, 2007

2006
Embedding Image Watermarks into Local Linear Singularity Coefficients in Ridgelet Domain.
Proceedings of the Interactive Technologies and Sociotechnical Systems, 2006

2005
Collaborative design environment based on multi-agent.
Proceedings of the Ninth International Conference on Computer Supported Cooperative Work in Design, 2005

Concealment of Damaged Block Coded Images Using Intelligent Two-Step Best Neighborhood Matching Algorithm.
Proceedings of the 2005 International Conference on Computer Graphics, 2005

2004
Generalized Mumford-Shah model and fast algorithm for color image restoration and edge detection.
Proceedings of the Third International Conference on Image and Graphics, 2004

Compute visibility without depth in multi-reference images.
Proceedings of the 8th International Conference on Control, 2004

Inverse image warping without searching.
Proceedings of the 8th International Conference on Control, 2004

Modeling and Simulation of Digital Scene Image Synthesis Using Image Intensified CCD Under Different Weathers in Scene Matching Simulation System.
Proceedings of the Systems Modeling and Simulation: Theory and Applications, 2004

2000
An Evaluation Method for Watermarking Techniques.
Proceedings of the 2000 IEEE International Conference on Multimedia and Expo, 2000


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