An Evaluation Method for Watermarking Techniques. - Zhihui Wei; Liang Xiao 001 (IEEE International Conference on Multimedia and Expo (I), 2000)

Modeling and Simulation of Digital Scene Image Synthesis Using Image Intensified CCD Under Different Weathers in Scene Matching Simulation System. - Liang Xiao 001; Huizhong Wu; Shuchun Tang; Yang Liu (AsiaSim, 2004)

Inverse image warping without searching. - Tang Yang; Huizhong Wu; Xiao Fu; Liang Xiao 001 (ICARCV, 2004)

Compute visibility without depth in multi-reference images. - Tang Yang; Huizhong Wu; Xiao Fu; Liang Xiao 001 (ICARCV, 2004)

Generalized Mumford-Shah model and fast algorithm for color image restoration and edge detection. - Liang Xiao 001; Huizhong Wu; Zhihui Wei (ICIG, 2004)

Concealment of Damaged Block Coded Images Using Intelligent Two-Step Best Neighborhood Matching Algorithm. - Liang Xiao 001; Chenrong Huang; Haijun Liang; Huizhong Wu (CGIV, 2005)

Collaborative design environment based on multi-agent. - Shenglei Chen; Huizhong Wu; Xianglan Han; Liang Xiao 001 (CSCWD (1), 2005)

Embedding Image Watermarks into Local Linear Singularity Coefficients in Ridgelet Domain. - Liang Xiao 001; Zhihui Wei; Huizhong Wu (VSMM, 2006)

Novel Method for Computer Create Van Gogh's Oil Style Painting. - Liang Xiao 001; Zhihui Wei; Huizhong Wu (Edutainment, 2007)

A Novel Classification Algorithm Based on Fuzzy Kernel Multiple Hyperspheres. - Lei Gu 001; Huizhong Wu; Liang Xiao 001 (FSKD (2), 2007)

A Sub-pixel Multifractal Method for the Image Segmentation. - Gang Wang 029; Liang Xiao 001; Anzhi He (FSKD (4), 2007)

A Super-resolution Reconstruction via Local and Contextual Information Driven Partial Differential Equations. - Liang Xiao 001; Zhihui Wei (FSKD (4), 2007)

Robust Orientation Diffusion Via PCA Method and Application to Image Super-Resolution Reconstruction. - Liang Xiao 001; Zhihui Wei; Huizhong Wu (LSMS (1), 2007)

Research of Multiple Watermarks Algorithm in E-commerce Copyright Protection and Tracking. - Xiang-wei Zhu; Liang Xiao 001 (CIS (1), 2008)

Comments on "Robust embedding of visual watermarks using discrete wavelet transform and singular value decomposition" and theoretical analysis. - Liang Xiao 001; Zhihui Wei; Jianbing Ye (J. Electronic Imaging, 2008)

A Nonlinear Inverse Scale Space Method for Multiplicative Noise Removal Based on Weberized Total Variation. - Lili Huang; Liang Xiao 001; Zhihui Wei (ICIG, 2009)

Compressed sensing image reconstruction based on morphological component analysis. - Xingxiu Li; Zhihui Wei; Liang Xiao 001; Yubao Sun; Jian Yang 003 (ICIP, 2009)

Automatic and Reliable Extraction of Dendrite Backbone from Optical Microscopy Images. - Liang Xiao 001; Xiaosong Yuan; Zack Galbreath; Badrinath Roysam (LSMS/ICSEE, 2010)

Image Variational Denoising Using Gradient Fidelity on Curvelet Shrinkage. - Liang Xiao 001; Lili Huang; Badrinath Roysam (EURASIP J. Adv. Signal Process., 2010)

A Weberized Total Variation Regularization-Based Image Multiplicative Noise Removal Algorithm. - Liang Xiao 001; Lili Huang; Zhihui Wei (EURASIP J. Adv. Signal Process., 2010)

Multiplicative Noise Removal via a Novel Variational Model. - Lili Huang; Liang Xiao 001; Zhihui Wei (EURASIP J. Image Video Process., 2010)

Comments on "Staircase effect alleviation by coupling gradient fidelity term". - Liang Xiao 001; Lili Huang; Zhihui Wei (Image Vis. Comput., 2010)

Perceptual Saliency Driven Total Variation for Image Denoising Using Tensor Voting. - Liang Xiao 001; Lili Huang; Fanbiao Zhang (ICIG, 2011)

Compounded Regularization and Fast Algorithm for Compressive Sensing Deconvolution. - Liang Xiao 001; Jun Shao; Lili Huang; Zhihui Wei (ICIG, 2011)

iSearch: towards precise retrieval of item image. - Haojie Li; Xiaohui Wang; Jinhui Tang 001; Lei Yi; Liang Xiao 001 (ICIMCS, 2011)

An improved region-based model with local statistical feature. - Qi Ge; Zhihui Wei; Liang Xiao 001; Jun Zhang 024 (ICIP, 2011)

Variational image restoration based on Poisson singular integral and curvelet-type decomposition space regularization. - Lili Huang; Liang Xiao 001; Zhihui Wei; Zhengrong Zhang (ICIP, 2011)

A Hybrid Point-Sets Clustering Approach to Identification of Resting State Functional Network. - Can Feng; Tianming Liu 001; Liang Xiao 001; Zhihui Wei (CCPR, 2012)

A Relaxed Split Bregman Iteration for Total Variation Regularized Image Denoising. - Jun Zhang 024; Zhihui Wei; Liang Xiao 001 (ICIC (2), 2012)

A novel sparsity constrained nonnegative matrix factorization for hyperspectral unmixing. - Jianjun Liu; Zebin Wu 001; Zhihui Wei; Liang Xiao 001; Le Sun 002 (IGARSS, 2012)

Optimization and Fiber-Centered Prediction of Functional Network ROIs. - Can Feng; Tianming Liu 001; Liang Xiao 001; Zhihui Wei (IScIDE, 2012)

Tetrolet Regularization and Learning for Single Frame Image Super-Resolution. - Liang Xiao 001; Heng Li 012; Huixia Wang; Liqian Wang (IScIDE, 2012)

A parametric statistic model and fast algorithm for brain MR image segmentation and bias correction. - Tianming Zhan; Zhihui Wei; Liang Xiao 001; Ling Qian (Image Processing, 2012)

Fractional-order iterative regularization method for total variation based image denoising. - Jun Zhang 024; Zhihui Wei; Liang Xiao 001 (J. Electronic Imaging, 2012)

Adaptive Fractional-order Multi-scale Method for Image Denoising. - Jun Zhang 024; Zhihui Wei; Liang Xiao 001 (J. Math. Imaging Vis., 2012)

An improved region-based model with local statistical features for image segmentation. - Qi Ge; Liang Xiao 001; Jun Zhang 024; Zhihui Wei (Pattern Recognit., 2012)

A robust patch-statistical active contour model for image segmentation. - Qi Ge; Liang Xiao 001; Jun Zhang 024; Zhihui Wei (Pattern Recognit. Lett., 2012)

Perceptual image quality assessment based on structural similarity and visual masking. - Xuan Fei; Liang Xiao 001; Yubao Sun; Zhihui Wei (Signal Process. Image Commun., 2012)

A hybrid active contour model with structure feature for image segmentation. - Qi Ge; Liang Xiao 001; Liqian Wang; Zhengrong Zhang; Zhihui Wei (ICIP, 2013)

Compressive sensing ISAR imaging with stepped frequency continuous wave via Gini sparsity. - Can Feng; Liang Xiao 001; Zhihui Wei (IGARSS, 2013)

An active contour model driven by anisotropic region fitting energy for image segmentation. - Qi Ge; Liang Xiao 001; Hu Huang 004; Zhihui Wei (Digit. Signal Process., 2013)

Active contour model for simultaneous MR image segmentation and denoising. - Qi Ge; Liang Xiao 001; Zhihui Wei (Digit. Signal Process., 2013)

A novel compound regularization and fast algorithm for compressive sensing deconvolution. - Liang Xiao 001; Jun Shao; Lili Huang; Zhihui Wei (Neurocomputing, 2013)

New image restoration method associated with tetrolets shrinkage and weighted anisotropic total variation. - Liqian Wang; Liang Xiao 001; Jun Zhang 024; Zhihui Wei (Signal Process., 2013)

Iterative Directional Total Variation Refinement for Compressive Sensing Image Reconstruction. - Xuan Fei; Zhihui Wei; Liang Xiao 001 (IEEE Signal Process. Lett., 2013)

Spatial-Spectral Kernel Sparse Representation for Hyperspectral Image Classification. - Jianjun Liu; Zebin Wu 001; Zhihui Wei; Liang Xiao 001; Le Sun 002 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2013)

Spatial-spectral compressive sensing for hyperspectral images super-resolution over learned dictionary. - Wei Huang 013; Zebin Wu 001; Hongyi Liu 001; Liang Xiao 001; Zhihui Wei (IGARSS, 2014)

Adaptive tensor matrix based kernel regression for hyperspectral image denoising. - Hongyi Liu 001; Zhengrong Zhang; Liang Xiao 001; Zhihui Wei (IGARSS, 2014)

Compressive Sensing Inverse Synthetic Aperture Radar Imaging Based on Gini Index Regularization. - Can Feng; Liang Xiao 001; Zhi-Hui Wei (Int. J. Autom. Comput., 2014)

Partial least-squares regression on common feature space for single image superresolution. - Songze Tang; Liang Xiao 001; Pengfei Liu 002; Huicong Wu (J. Electronic Imaging, 2014)

Edge and color preserving single image superresolution. - Songze Tang; Liang Xiao 001; Pengfei Liu 002; Jun Zhang 024; Lili Huang (J. Electronic Imaging, 2014)

Hyperspectral Image Classification Using Kernel Sparse Representation and Semilocal Spatial Graph Regularization. - Jianjun Liu; Zebin Wu 001; Le Sun 002; Zhihui Wei; Liang Xiao 001 (IEEE Geosci. Remote. Sens. Lett., 2014)

A fast adaptive reweighted residual-feedback iterative algorithm for fractional-order total variation regularized multiplicative noise removal of partly-textured images. - Jun Zhang 024; Zhihui Wei; Liang Xiao 001 (Signal Process., 2014)

Variational Bayesian Method for Retinex. - Liqian Wang; Liang Xiao 001; Hongyi Liu 001; Zhihui Wei (IEEE Trans. Image Process., 2014)

Image-Based Quantitative Analysis of Gold Immunochromatographic Strip via Cellular Neural Network Approach. - Nianyin Zeng; Zidong Wang 001; Bachar Zineddin; Yurong Li; Min Du 001; Liang Xiao 001; Xiaohui Liu 001; Terry Young (IEEE Trans. Medical Imaging, 2014)

Coupled learning based on singular-values-unique and hog for face hallucination. - Songze Tang; Liang Xiao 001; Pengfei Liu 002; Huicong Wu (ICASSP, 2015)

Pan-Sharpening via Coupled Unitary Dictionary Learning. - Shumiao Chen; Liang Xiao 001; Zhihui Wei; Wei Huang 013 (ICIG (3), 2015)

Blind Motion Deblurring Based on Fused l0-l1 Regularization. - Kai Wang; Yu Shen; Liang Xiao 001; Zhihui Wei; Linxue Sheng (ICIG (2), 2015)

Automatic Segmentation of White Matter Lesions Using SVM and RSF Model in Multi-channel MRI. - Renping Yu; Liang Xiao 001; Zhihui Wei; Xuan Fei (ICIG (1), 2015)

A new variational method for pan-sharpening. - Pengfei Liu 002; Liang Xiao 001; Songze Tang (IGARSS, 2015)

Joint dictionary learning with ridge regression for pansharpening. - Songze Tang; Liang Xiao 001; Bushra Naz; Pengfei Liu 002; Yufeng Chen (IGARSS, 2015)

Efficient multiplicative noise removal method using isotropic second order total variation. - Pengfei Liu 002; Liang Xiao 001 (Comput. Math. Appl., 2015)

Image dehazing using two-dimensional canonical correlation analysis. - Liqian Wang; Liang Xiao 001; Zhihui Wei (IET Comput. Vis., 2015)

Automatic method for white matter lesion segmentation based on T1-fluid-attenuated inversion recovery images. - Tianming Zhan; Yongzhao Zhan; Zhe Liu; Liang Xiao 001; Zhihui Wei (IET Comput. Vis., 2015)

Local brightness adaptive image colour enhancement with Wasserstein distance. - Liqian Wang; Liang Xiao 001; Hongyi Liu 001; Zhihui Wei (IET Image Process., 2015)

Color demosaicking via robust adaptive sparse representation. - Lili Huang; Liang Xiao 001; Qinghua Chen; Kai Wang (J. Electronic Imaging, 2015)

A New Pan-Sharpening Method With Deep Neural Networks. - Wei Huang 013; Liang Xiao 001; Zhihui Wei; Hongyi Liu 001; Songze Tang (IEEE Geosci. Remote. Sens. Lett., 2015)

Hyperspectral Imagery Super-Resolution by Compressive Sensing Inspired Dictionary Learning and Spatial-Spectral Regularization. - Wei Huang 013; Liang Xiao 001; Hongyi Liu 001; Zhihui Wei (Sensors, 2015)

Cartoon-texture composite regularization based non-blind deblurring method for partly-textured blurred images with Poisson noise. - Zhengrong Zhang; Jun Zhang 024; Zhihui Wei; Liang Xiao 001 (Signal Process., 2015)

Supervised Spectral-Spatial Hyperspectral Image Classification With Weighted Markov Random Fields. - Le Sun 002; Zebin Wu 001; Jianjun Liu; Liang Xiao 001; Zhihui Wei (IEEE Trans. Geosci. Remote. Sens., 2015)

Joint Multiview Fused ELM Learning with Propagation Filter for Hyperspectral Image Classification. - Yu Shen; Liang Xiao 001; Mohsen Molaei (ACCV Workshops (1), 2016)

ELM-based classification of ADHD patients using a novel local feature extraction method. - Yang Li; Zhichao Lian; Min Li 009; Zhonggeng Liu; Liang Xiao 001; Zhihui Wei (BIBM, 2016)

Hyperspectral image supervised classification via multi-view nuclear norm based 2D PCA feature extraction and kernel ELM. - Jue Jiang; Lili Huang; Heng Li 012; Liang Xiao 001 (IGARSS, 2016)

Fractional order variational pan-sharpening. - Pengfei Liu 002; Liang Xiao 001; Songze Tang; Le Sun 002 (IGARSS, 2016)

Hyperspectral image classification via region-based composite kernels. - Jianjun Liu; Xiaoqian Shi; Zebin Wu 001; Liang Xiao 001; Zhiyong Xiao; Yunhao Yuan 001 (IGARSS, 2016)

ELM-based spectral-spatial classification of hyperspectral images using bilateral filtering information on spectral band-subsets. - Yu Shen; Jinhuan Xu; Heng Li 012; Liang Xiao 001 (IGARSS, 2016)

Non-local Spectral-spatial Centralized Sparse Representation for hyperspectral image classification. - Bushra Naz Soomro; Liang Xiao 001; Shahzad Hyder Soomro (IGARSS, 2016)

A fast higher degree total variation minimization method for image restoration. - Pengfei Liu 002; Liang Xiao 001; Jun Zhang 024 (Int. J. Comput. Math., 2016)

Surrogating circuit design solutions with robustness metrics. - Jin Sun 006; Liang Xiao 001; Jiangshan Tian; He Zhou; Janet Roveda (Integr., 2016)

Motion blur kernel estimation in steerable gradient domain of decomposed image. - Kai Wang; Liang Xiao 001; Zhihui Wei (Multidimens. Syst. Signal Process., 2016)

Pure spatial rich model features for digital image steganalysis. - Pengfei Wang; Zhihui Wei; Liang Xiao 001 (Multim. Tools Appl., 2016)

Bi-component decomposition based hybrid regularization method for partly-textured CS-MR image reconstruction. - Jun Zhang 024; Zhihui Wei; Liang Xiao 001 (Signal Process., 2016)

A New Geometry Enforcing Variational Model for Pan-Sharpening. - Pengfei Liu 002; Liang Xiao 001; Songze Tang (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016)

Spatial-Spectral Hyperspectral Image Classification Using Random Multiscale Representation. - Jianjun Liu; Zebin Wu 001; Jun Li 009; Liang Xiao 001; Antonio Plaza; Jón Atli Benediktsson (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016)

Bilayer Elastic Net Regression Model for Supervised Spectral-Spatial Hyperspectral Image Classification. - Bushra Naz Soomro; Liang Xiao 001; Lili Huang; Shahzad Hyder Soomro; Mohsen Molaei (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016)

Automatic Change Detection in High-Resolution Remote Sensing Images by Using a Multiple Classifier System and Spectral-Spatial Features. - Kun Tan; Xiao Jin; Antonio Plaza; Xuesong Wang 001; Liang Xiao 001; Peijun Du (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016)

Spatial-Hessian-Feature-Guided Variational Model for Pan-Sharpening. - Pengfei Liu 002; Liang Xiao 001; Jun Zhang 024; Bushra Naz (IEEE Trans. Geosci. Remote. Sens., 2016)

Pansharpening via Locality-Constrained Sparse Representation. - Songze Tang; Nan Zhou; Liang Xiao 001 (BMVC, 2017)

Color demosaicking via nonlocal tensor representation. - Lili Huang; Xuan Wu; Wenze Shao; Hongyi Liu 001; Zhihui Wei; Liang Xiao 001 (ICASSP, 2017)

Supervised classification of hyperspectral images using local-receptive-fields-based kernel extreme learning machine. - Yu Shen; Jianyu Chen; Liang Xiao 001 (ICIP, 2017)

Robust segmentation of brain MRI images using a novel fuzzy c-means clustering method. - Min Li 009; Zhikang Xiang; Limei Zhang; Zhichao Lian; Liang Xiao 001 (ICNC-FSKD, 2017)

PAN-Sharpening via residual deep learning. - Nie Li; Nan Huang 001; Liang Xiao 001 (IGARSS, 2017)

Supervised classification of hyperspectral images via heterogeneous deep neural networks. - Zhixin Li; Yu Shen; Nan Huang 001; Liang Xiao 001 (IGARSS, 2017)

Spectral-spatial subspace clustering for hyperspectral images VIA modulated low-rank representation. - Jinhuan Xu; Nan Huang 001; Liang Xiao 001 (IGARSS, 2017)

A Low Rank Regularization Method for Motion Adaptive Video Stabilization. - Huicong Wu; Hiuk Jae Shim; Liang Xiao 001 (IScIDE, 2017)

Multimodal spatial-based segmentation framework for white matter lesions in multi-sequence magnetic resonance images. - Tianming Zhan; Renping Yu; Yu Zheng; Yongzhao Zhan; Liang Xiao 001; Zhihui Wei (Biomed. Signal Process. Control., 2017)

Automated identification and reduction of artifacts in cine four-dimensional computed tomography (4DCT) images using respiratory motion model. - Min Li 009; Sarah Joy Castillo; Richard Castillo; Edward Castillo; Thomas Guerrero; Liang Xiao 001; Xiaolin Zheng (Int. J. Comput. Assist. Radiol. Surg., 2017)

Video stabilisation with total warping variation model. - Huicong Wu; Liang Xiao 001; Hiuk Jae Shim; Songze Tang (IET Image Process., 2017)

Fast projections of spatial rich model feature for digital image steganalysis. - Pengfei Wang; Zhihui Wei; Liang Xiao 001 (Soft Comput., 2017)

Local and Nonlocal Context-Aware Elastic Net Representation-Based Classification for Hyperspectral Images. - Bushra Naz Soomro; Liang Xiao 001; Mohsen Molaei; Lili Huang; Zhichao Lian; Shahzad Hyder Soomro (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017)

Structure-Based Low-Rank Model With Graph Nuclear Norm Regularization for Noise Removal. - Qi Ge; Xiao-Yuan Jing; Fei Wu 004; Zhi-Hui Wei; Liang Xiao 001; Wen-Ze Shao; Dong Yue 001; Haibo Li 001 (IEEE Trans. Image Process., 2017)

Boundary-to-Marker Evidence-Controlled Segmentation and MDL-Based Contour Inference for Overlapping Nuclei. - Jie Song 014; Liang Xiao 001; Zhichao Lian (IEEE J. Biomed. Health Informatics, 2017)

Hyperspectral Denoising Via Cross Total Variation-Regularized Unidirectional Nonlocal Low-Rank Tensor Approximation. - Le Sun 002; Byeungwoo Jeon; Zebin Wu 001; Liang Xiao 001 (ICIP, 2018)

Discriminative Pixel-Pairwise Constraint-Guided Extreme Learning Machine for Semi-Supervised Hyperspectral Image Classification. - Jinhuan Xu; Pengfei Liu 002; Le Sun 002; Liang Xiao 001 (ICIP, 2018)

Simultaneous Dictionary Sparse Pruning and Collaborative Sparse Regression for Hyperspectral Image Unmixing. - Shengfu Li; Liang Xiao 001; Zhihui Wei; Ling Qian (IGARSS, 2018)

Pan-Sharpening with Hessian Nuclear Norm Induced Spatial Consistency. - Pengfei Liu 002; Liang Xiao 001; Songze Tang (IGARSS, 2018)

Multivariate Regression-Based Pan-Sharpening With Low Rank Regularization. - Yufei Zhang; Heng Li 012; Liang Xiao 001 (IGARSS, 2018)

Architectural analysis on dynamic MRI to study thoracic insufficiency syndrome. - Jie Song 014; Jayaram K. Udupa; Yubing Tong; Liang Xiao 001; Caiyun Wu; Joseph M. McDonough; Anthony Capraro; Drew A. Torigian; Robert M. Campbell Jr. (Image-Guided Procedures, 2018)

Prediction of Lung Motion From Four-Dimensional Computer Tomography (4DCT) Images Using Bayesian Registration and Trajectory Modelling. - Min Li 009; Zhikang Xiang; Zhichao Lian; Liang Xiao 001; Jun Zhang 024; Zhihui Wei (IEEE Access, 2018)

A Novel Generalized Intensity-Hue-Saturation (GIHS) Based Pan-Sharpening Method With Variational Hessian Transferring. - Pengfei Liu 002; Liang Xiao 001 (IEEE Access, 2018)

Fast Superpixel Based Subspace Low Rank Learning Method for Hyperspectral Denoising. - Le Sun 002; Byeungwoo Jeon; Bushra Naz Soomro; Yuhui Zheng; Zebin Wu 001; Liang Xiao 001 (IEEE Access, 2018)

A Novel Hyperspectral Image Clustering Method With Context-Aware Unsupervised Discriminative Extreme Learning Machine. - Jinhuan Xu; Heng Li 012; Pengfei Liu 002; Liang Xiao 001 (IEEE Access, 2018)

Normal curvature-induced variational model for image restoration. - Pengfei Liu 002; Liang Xiao 001; Tao Li 001 (IET Image Process., 2018)

Hyperspectral Mixed Denoising via Spectral Difference-Induced Total Variation and Low-Rank Approximation. - Le Sun 002; Tianming Zhan; Zebin Wu 001; Liang Xiao 001; Byeungwoo Jeon (Remote. Sens., 2018)

Spatial rich model steganalysis feature normalization on random feature-subsets. - Pengfei Wang; Zhihui Wei; Liang Xiao 001 (Soft Comput., 2018)

A Variational Pan-Sharpening Method Based on Spatial Fractional-Order Geometry and Spectral-Spatial Low-Rank Priors. - Pengfei Liu 002; Liang Xiao 001; Tao Li 001 (IEEE Trans. Geosci. Remote. Sens., 2018)

Contour-Seed Pairs Learning-Based Framework for Simultaneously Detecting and Segmenting Various Overlapping Cells/Nuclei in Microscopy Images. - Jie Song 014; Liang Xiao 001; Zhichao Lian (IEEE Trans. Image Process., 2018)

Cross-Domain NER using Cross-Domain Language Modeling. - Chen Jia; Liang Xiao 001; Yue Zhang 004 (ACL (1), 2019)

A Hybrid Convolutional Neural Network with Anisotropic Diffusion for Hyperspectral Image Classification. - Feng Lu; Qichao Liu; Mohsen Molaei; Liang Xiao 001 (ICIG (3), 2019)

Clustering Hyperspectral Images Via Sparse Dictionary Learning with Joint Sparsity and Shared Wavelets. - Nan Huang 001; Liang Xiao 001; Songze Tang; Qichao Liu (IGARSS, 2019)

Data Augmentation and Refining with Steering Stencils for Supervised Classification of Hyperspectral Image. - Qichao Liu; Liang Xiao 001; Pengfei Liu 002; Nan Huang 001 (IGARSS, 2019)

Supervised Hyperspectral Image Classification Via Sparse Separable Convolutional Feature Learning. - Mengfei Song; Jie Song 014; Liang Xiao 001 (IGARSS, 2019)

A Multi-Scale Densely Deep Learning Method for Pansharpening. - Zhikang Xiang; Liang Xiao 001; Pengfei Liu 002; Yufei Zhang (IGARSS, 2019)

Hyperspectral Unmixing Via Simultaneous Dictionary Refining and Enhanced Sparse Regression. - Tianqi Yang; Yalei Gao; Zhizhong Zheng; Liang Xiao 001 (IGARSS, 2019)

A Spectral-Spatial Domain-Specific Convolutional Deep Extreme Learning Machine for Supervised Hyperspectral Image Classification. - Yu Shen; Liang Xiao 001; Jianyu Chen; Delu Pan (IEEE Access, 2019)

Hyperspectral image clustering via sparse dictionary-based anchored regression. - Nan Huang 001; Liang Xiao 001 (IET Image Process., 2019)

Multi-layer boosting sparse convolutional model for generalized nuclear segmentation from histopathology images. - Jie Song 014; Liang Xiao 001; Mohsen Molaei; Zhichao Lian (Knowl. Based Syst., 2019)

A Multi-Scale Wavelet 3D-CNN for Hyperspectral Image Super-Resolution. - Jingxiang Yang; Yong-Qiang Zhao 001; Jonathan Cheung-Wai Chan; Liang Xiao 001 (Remote. Sens., 2019)

Bipartite Graph Partition Based Coclustering With Joint Sparsity for Hyperspectral Images. - Nan Huang 001; Liang Xiao 001; Yang Xu 006 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019)

Multicomponent Driven Consistency Priors for Simultaneous Decomposition and Pansharpening. - Pengfei Liu 002; Liang Xiao 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019)

A Bilevel Contextual MRF Model for Supervised Classification of High Spatial Resolution Remote Sensing Images. - Yu Shen; Jianyu Chen; Liang Xiao 001; Delu Pan (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019)

Locally Low-Rank Regularized Video Stabilization With Motion Diversity Constraints. - Huicong Wu; Liang Xiao 001; Zhichao Lian; Hiuk Jae Shim (IEEE Trans. Circuits Syst. Video Technol., 2019)

Video Deblurring Via 3d CNN and Fourier Accumulation Learning. - Fan Yang; Liang Xiao 001; Jingxiang Yang (ICASSP, 2020)

Locally Constrained Collaborative Representation Based Fisher's LDA for Clustering of Hyperspectral Images. - Siyu Liu; Nan Huang 001; Liang Xiao 001 (IGARSS, 2020)

PERONA-MALIK DIFFUSION DRIVEN CNN FOR SUPERVISED CLASSIFICATION OF HYPERSPECTRAL IMAGES. - Ning Wen; Qichao Liu; Liang Xiao 001 (IGARSS, 2020)

A Directional Message Propagation Convolutional Neural Network for Hyperspectral Images Classification. - Jian Yu; Qichao Liu; Liang Xiao 001; Zhihui Wei (IGARSS, 2020)

Bipartite Residual Network for Change Detection in Heterogeneous Optical and Radar Images. - Haocheng Zhang; Jia Liu 020; Liang Xiao 001 (IGARSS, 2020)

Cortical thickness computation by solving tetrahedron-based harmonic field. - De-Qing Kong; Yonghui Fan; Jinguang Hao; Xiaofeng Zhang 003; Qingtang Su; Tao Yao; Caiming Zhang 001; Liang Xiao 001; Gang Wang 029 (Comput. Biol. Medicine, 2020)

Efficient Deep Learning of Non-local Features for Hyperspectral Image Classification. - Yu Shen; Sijie Zhu; Chen Chen 001; Qian Du 001; Liang Xiao 001; Jianyu Chen; Delu Pan (CoRR, 2020)

Sparse Coding Driven Deep Decision Tree Ensembles for Nuclear Segmentation in Digital Pathology Images. - Jie Song 014; Liang Xiao 001; Mohsen Molaei; Zhichao Lian (CoRR, 2020)

A Twice Optimizing Net With Matrix Decomposition for Hyperspectral and Multispectral Image Fusion. - Dunbin Shen; Jianjun Liu; Zhiyong Xiao; Jinlong Yang 002; Liang Xiao 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020)

Generalized Tensor Regression for Hyperspectral Image Classification. - Jianjun Liu; Zebin Wu 001; Liang Xiao 001; Jun Sun 008; Hong Yan 001 (IEEE Trans. Geosci. Remote. Sens., 2020)

Content-Guided Convolutional Neural Network for Hyperspectral Image Classification. - Qichao Liu; Liang Xiao 001; Jingxiang Yang; Jonathan Cheung-Wai Chan (IEEE Trans. Geosci. Remote. Sens., 2020)

A Truncated Matrix Decomposition for Hyperspectral Image Super-Resolution. - Jianjun Liu; Zebin Wu 001; Liang Xiao 001; Jun Sun 008; Hong Yan 001 (IEEE Trans. Image Process., 2020)

Learning Multiple Parameters for Kernel Collaborative Representation Classification. - Jianjun Liu; Zebin Wu 001; Liang Xiao 001; Hong Yan 001 (IEEE Trans. Neural Networks Learn. Syst., 2020)

Spatial-Spectral Total Variation Constrained Collaborative Tensor Regularization for Dual-Camera Compressive Hyperspectral Imaging. - Zhenghui Liang; Yang Xu 006; Liang Xiao 001; Zhihui Wei (IGARSS, 2021)

Multi-Supervised Recursive-CNN for Hyperspectral and Multispectral Image Fusion. - Yuda Lu; Jingxiang Yang; Liang Xiao 001 (IGARSS, 2021)

Hyperspectral Image Denoising with Collaborative Total Variation and Low Rank Regularization. - Lu Yang; Jinhuan Xu; Liang Xiao 001 (IGARSS, 2021)

Intra- and Inter-frame Iterative Temporal Convolutional Networks for Video Stabilization. - Haopeng Xie; Liang Xiao 001; Huicong Wu (MMAsia, 2021)

Deep associative learning for neural networks. - Jia Liu 020; Wenhua Zhang; Fang Liu 001; Liang Xiao 001 (Neurocomputing, 2021)

Hypergraph-Regularized Low-Rank Subspace Clustering Using Superpixels for Unsupervised Spatial-Spectral Hyperspectral Classification. - Jinhuan Xu; James E. Fowler; Liang Xiao 001 (IEEE Geosci. Remote. Sens. Lett., 2021)

Hybrid Local and Nonlocal 3-D Attentive CNN for Hyperspectral Image Super-Resolution. - Jingxiang Yang; Liang Xiao 001; Yong-Qiang Zhao 001; Jonathan Cheung-Wai Chan (IEEE Geosci. Remote. Sens. Lett., 2021)

Hyperspectral Image Classification via a Novel Spectral-Spatial 3D ConvLSTM-CNN. - Ghulam Farooque; Liang Xiao 001; Jingxiang Yang; Allah Bux Sargano (Remote. Sens., 2021)

Unified Low-Rank Subspace Clustering with Dynamic Hypergraph for Hyperspectral Image. - Jinhuan Xu; Liang Xiao 001; Jingxiang Yang (Remote. Sens., 2021)

CNN-Enhanced Graph Convolutional Network With Pixel- and Superpixel-Level Feature Fusion for Hyperspectral Image Classification. - Qichao Liu; Liang Xiao 001; Jingxiang Yang; Zhihui Wei (IEEE Trans. Geosci. Remote. Sens., 2021)

Efficient Deep Learning of Nonlocal Features for Hyperspectral Image Classification. - Yu Shen; Sijie Zhu; Chen Chen 001; Qian Du 001; Liang Xiao 001; Jianyu Chen; Delu Pan (IEEE Trans. Geosci. Remote. Sens., 2021)

Sparse Coding Driven Deep Decision Tree Ensembles for Nucleus Segmentation in Digital Pathology Images. - Jie Song 014; Liang Xiao 001; Mohsen Molaei; Zhichao Lian (IEEE Trans. Image Process., 2021)

Simultaneous Video Stabilization and Rolling Shutter Removal. - Huicong Wu; Liang Xiao 001; Zhihui Wei (IEEE Trans. Image Process., 2021)

Learning Texture Enhancement Prior with Deep Unfolding Network for Snapshot Compressive Imaging. - Mengying Jin; Zhihui Wei; Liang Xiao 001 (ACCV (3), 2022)

Automatic Check-Out via Prototype-Based Classifier Learning from Single-Product Exemplars. - Hao Chen 052; Xiu-Shen Wei; Faen Zhang; Yang Shen; Hui Xu; Liang Xiao 001 (ECCV (25), 2022)

Learning Transformations between Heterogeneous SAR and Optical Images for Change Detection. - Zhenqing Chen; Jia Liu 020; Fang Liu; Wenhua Zhang; Liang Xiao 001; Jiao Shi (IGARSS, 2022)

An Orientation-Aware Anchor-Free Detector for Aerial Object Detection. - Mudi Duan; Ran Meng; Liang Xiao 001 (IGARSS, 2022)

High Speed and Robust RGB-Thermal Tracking via Dual Attentive Stream Siamese Network. - Chaoyang Guo; Liang Xiao 001 (IGARSS, 2022)

Spatial-Adaptive and Feature-Enhanced Siamese Network for Change Detection. - Yangguang Liu; Fang Liu 034; Jia Liu 020; Xu Tang; Kaixuan Jiang; Liang Xiao 001 (IGARSS, 2022)

Manifold Augmentation Based Self-Supervised Contrastive Learning for Few-Shot Remote Sensing Scene Classification. - Yunrui Sheng; Liang Xiao 001 (IGARSS, 2022)

Siamese High-Resolution Network for Change Detection. - Yu Wang; Jia Liu 020; Fang Liu; Wenhua Zhang; Liang Xiao 001; Jiao Shi (IGARSS, 2022)

Learning a Coupled Multilinear Network for Unsupervised Hyperspectral-Multispectral Image Fusion. - Jingxiang Yang; Liang Xiao 001 (IGARSS, 2022)

An Unsupervised Hyperspectral Image Fusion Method Based on Spectral Unmixing and Deep Learning. - Kexin Zheng; Abdolraheem Khader; Liang Xiao 001 (IGARSS, 2022)

Prototype-based classifier learning for long-tailed visual recognition. - Xiu-Shen Wei; Shu-Lin Xu; Hao Chen 052; Liang Xiao 001; Yuxin Peng (Sci. China Inf. Sci., 2022)

Block shuffling learning for Deepfake Detection. - Sitong Liu; Zhichao Lian; Siqi Gu; Liang Xiao 001 (CoRR, 2022)

Learning Deep Subspace Projection Prior for Dual-Camera Compressive Hyperspectral Imaging. - Xiaoyang Chen; Jingxiang Yang; Liang Xiao 001 (IEEE Geosci. Remote. Sens. Lett., 2022)

MC-JAFN: Multilevel Contexts-Based Joint Attentive Fusion Network for Pansharpening. - Zhikang Xiang; Liang Xiao 001; Wenzhi Liao; Wilfried Philips (IEEE Geosci. Remote. Sens. Lett., 2022)

Domain-Adaptive Few-Shot Learning for Hyperspectral Image Classification. - Andi Zhang 003; Fang Liu 034; Jia Liu 020; Xu Tang; Wenfei Gao; Donghui Li; Liang Xiao 001 (IEEE Geosci. Remote. Sens. Lett., 2022)

DHCAE: Deep Hybrid Convolutional Autoencoder Approach for Robust Supervised Hyperspectral Unmixing. - Fazal Hadi; Jingxiang Yang; Matee Ullah; Irfan Ahmad 009; Ghulam Farooque; Liang Xiao 001 (Remote. Sens., 2022)

A Mutual Teaching Framework with Momentum Correction for Unsupervised Hyperspectral Image Change Detection. - Jia Sun; Jia Liu 020; Ling Hu; Zhihui Wei; Liang Xiao 001 (Remote. Sens., 2022)

NMF-DuNet: Nonnegative Matrix Factorization Inspired Deep Unrolling Networks for Hyperspectral and Multispectral Image Fusion. - Abdolraheem Khader; Jingxiang Yang; Liang Xiao 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022)

Patch-Aware Deep Hyperspectral and Multispectral Image Fusion by Unfolding Subspace-Based Optimization Model. - Jianjun Liu; Dunbin Shen; Zebin Wu 001; Liang Xiao 001; Jun Sun 008; Hong Yan 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022)

Evolving Connections in Group of Neurons for Robust Learning. - Jia Liu 020; Maoguo Gong; Liang Xiao 001; Wenhua Zhang; Fang Liu 034 (IEEE Trans. Cybern., 2022)

A Total Variation Regularized Bipartite Network for Unsupervised Change Detection. - Ling Hu; Jia Liu 020; Liang Xiao 001 (IEEE Trans. Geosci. Remote. Sens., 2022)

Graph Convolutional Sparse Subspace Coclustering With Nonnegative Orthogonal Factorization for Large Hyperspectral Images. - Nan Huang 001; Liang Xiao 001; Jianjun Liu; Jocelyn Chanussot (IEEE Trans. Geosci. Remote. Sens., 2022)

A Bipartite Graph Partition-Based Coclustering Approach With Graph Nonnegative Matrix Factorization for Large Hyperspectral Images. - Nan Huang 001; Liang Xiao 001; Yang Xu 006; Jocelyn Chanussot (IEEE Trans. Geosci. Remote. Sens., 2022)

Joint Variation Learning of Fusion and Difference Features for Change Detection in Remote Sensing Images. - Kaixuan Jiang; Wenhua Zhang; Jia Liu 020; Fang Liu 034; Liang Xiao 001 (IEEE Trans. Geosci. Remote. Sens., 2022)

A Unified Pansharpening Method With Structure Tensor Driven Spatial Consistency and Deep Plug-and-Play Priors. - Pengfei Liu 002; Jiahui Liu; Liang Xiao 001 (IEEE Trans. Geosci. Remote. Sens., 2022)

Adaptive Graph Convolutional Network for PolSAR Image Classification. - Fang Liu 034; Jingya Wang; Xu Tang; Jia Liu 020; Xiangrong Zhang; Liang Xiao 001 (IEEE Trans. Geosci. Remote. Sens., 2022)

Model Inspired Autoencoder for Unsupervised Hyperspectral Image Super-Resolution. - Jianjun Liu; Zebin Wu 001; Liang Xiao 001; Xiaojun Wu 001 (IEEE Trans. Geosci. Remote. Sens., 2022)

A Nonconvex Pansharpening Model With Spatial and Spectral Gradient Difference-Induced Nonconvex Sparsity Priors. - Pengfei Liu 002; Liang Xiao 001 (IEEE Trans. Geosci. Remote. Sens., 2022)

Multilevel Superpixel Structured Graph U-Nets for Hyperspectral Image Classification. - Qichao Liu; Liang Xiao 001; Jingxiang Yang; Zhihui Wei (IEEE Trans. Geosci. Remote. Sens., 2022)

A Probabilistic Model Based on Bipartite Convolutional Neural Network for Unsupervised Change Detection. - Jia Liu 020; Wenhua Zhang; Fang Liu 034; Liang Xiao 001 (IEEE Trans. Geosci. Remote. Sens., 2022)

ADMM-HFNet: A Matrix Decomposition-Based Deep Approach for Hyperspectral Image Fusion. - Dunbin Shen; Jianjun Liu; Zebin Wu 001; Jinlong Yang 002; Liang Xiao 001 (IEEE Trans. Geosci. Remote. Sens., 2022)

BDANet: Multiscale Convolutional Neural Network With Cross-Directional Attention for Building Damage Assessment From Satellite Images. - Yu Shen; Sijie Zhu; Taojiannan Yang; Chen Chen 001; Delu Pan; Jianyu Chen; Liang Xiao 001; Qian Du 001 (IEEE Trans. Geosci. Remote. Sens., 2022)

Detail-Injection-Model-Inspired Deep Fusion Network for Pansharpening. - Zhikang Xiang; Liang Xiao 001; Jingxiang Yang; Wenzhi Liao; Wilfried Philips (IEEE Trans. Geosci. Remote. Sens., 2022)

Variational Regularization Network With Attentive Deep Prior for Hyperspectral-Multispectral Image Fusion. - Jingxiang Yang; Liang Xiao 001; Yongqiang Zhao 001; Jonathan Cheung-Wai Chan (IEEE Trans. Geosci. Remote. Sens., 2022)

Self-Supervised Multi-Category Counting Networks for Automatic Check-Out. - Hao Chen 052; Yangzhun Zhou; Jun Li 027; Xiu-Shen Wei; Liang Xiao 001 (IEEE Trans. Image Process., 2022)

Learnable Snake R-CNN for Instance-Level Biomedical Image Segmentation. - Jie Song 014; Ziyun Cai; Yurong Song; Guoping Jiang; Zhichao Lian; Liang Xiao 001 (ICIP, 2023)

Spatial-Preserving and Edge-Orienting High-Resolution Network for Remote Sensing Change Detection. - Jiaqi An; Fang Liu 001; Jia Liu 020; Liang Xiao 001; Xu Tang (IGARSS, 2023)

Domain-Specific and Domain-Common Feature Enhancement for Cross-Domain Few-Shot Hyperspectral Image Classification. - Wenfei Gao; Fang Liu 001; Jia Liu 020; Liang Xiao 001; Xu Tang (IGARSS, 2023)

Siamese Recurrent Residual Refinement Network for High-Resolution Image Change Detection. - Chengwei Huang; Ling Hu; Wenzhi Liao; Liang Xiao 001 (IGARSS, 2023)

A Multi-Scale Deep Feature Learning and Semantic Enhancement Approach for Remote Sensing Scene Classification. - Hengyi Huang; Wenzhen Wang; Wenzhi Liao; Liang Xiao 001 (IGARSS, 2023)

Unsupervised Domain Adaption for Remote Sensing Semantic Segmentation with Self-Attention Mechanism. - Keming Liu; Fang Liu 001; Jia Liu 020; Liang Xiao 001; Xu Tang (IGARSS, 2023)

Edge-Guided Feature Dense Fusion Network for Remote Sensing Image Change Detection. - Hejun Luo; Jia Liu 020; Fang Liu 001; Wenhua Zhang; Jingxiang Yang; Liang Xiao 001 (IGARSS, 2023)

Detecting Adversarial Examples for Hyperspectral Image Classification Via Mutation Testing. - Yang Hao; Zhifei Chen; Liang Xiao 001 (WHISPERS, 2023)

Novel Contrastive Regularized Bipartite Network for Unsupervised Change Detection. - Ling Hu; Ran Meng; Qichao Liu; Jia Liu 020; Liang Xiao 001 (WHISPERS, 2023)

Efficient Implementation for Composite CNN-Based HSI Classification Algorithm with Huawei Ascend Framework. - Kai Shi 001; Qichao Liu; Zhizhong Zheng; Liang Xiao 001 (WHISPERS, 2023)

A Spectral Diffusion Prior for Hyperspectral Image Super-Resolution. - Jianjun Liu; Zebin Wu 001; Liang Xiao 001 (CoRR, 2023)

Intrinsic Decomposition Model-Guided Two-Stream Coupled Autoencoder for Unsupervised Hyperspectral Image Change Detection. - Jia Sun; Jia Liu 020; Liang Xiao 001 (IEEE Geosci. Remote. Sens. Lett., 2023)

Unsupervised Single-Generator CycleGAN-Based Pansharpening With Spatial-Spectral Degradation Modeling. - Wenxiu Diao; Mengying Jin; Kai Zhang 010; Liang Xiao 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023)

A Multiresolution Details Enhanced Attentive Dual-UNet for Hyperspectral and Multispectral Image Fusion. - Jian Fang; Jingxiang Yang; Abdolraheem Khader; Liang Xiao 001 (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. - Abdolraheem Khader; Jingxiang Yang; Liang Xiao 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023)

Adaptive Spatial and Difference Learning for Change Detection. - Yangguang Liu; Fang Liu 034; Jia Liu 020; Xu Tang; Liang Xiao 001 (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. - Pengfei Liu 002; Lanlan Liu; Liang Xiao 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023)

IVIU-Net: Implicit Variable Iterative Unrolling Network for Hyperspectral Sparse Unmixing. - Yuantian Shao; Qichao Liu; Liang Xiao 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023)

Spatial-Spectral Adaptive Learning With Pixelwise Filtering for Hyperspectral Image Classification. - Wenfei Gao; Fang Liu 034; Jia Liu 020; Liang Xiao 001; Xu Tang (IEEE Trans. Geosci. Remote. Sens., 2023)

PRBCD-Net: Predict-Refining-Involved Bidirectional Contrastive Difference Network for Unsupervised Change Detection. - Ling Hu; Qichao Liu; Jia Liu 020; Liang Xiao 001 (IEEE Trans. Geosci. Remote. Sens., 2023)

S2DMSC: A Self-Supervised Deep Multilevel Subspace Clustering Approach for Large Hyperspectral Images. - Nan Huang 001; Liang Xiao 001; Qichao Liu; Jocelyn Chanussot (IEEE Trans. Geosci. Remote. Sens., 2023)

MANet: An Efficient Multidimensional Attention-Aggregated Network for Remote Sensing Image Change Detection. - Kaixuan Jiang; Jia Liu 020; Wenhua Zhang; Fang Liu 034; Liang Xiao 001 (IEEE Trans. Geosci. Remote. Sens., 2023)

Adversarial Domain Alignment With Contrastive Learning for Hyperspectral Image Classification. - Fang Liu 034; Wenfei Gao; Jia Liu 020; Xu Tang; Liang Xiao 001 (IEEE Trans. Geosci. Remote. Sens., 2023)

Multiresolution Analysis-Inspired Spatial and Spectral Details Preserved Model for Variational Pansharpening. - Pengfei Liu 002; Jiahui Liu; Liang Xiao 001; Zhizhong Zheng (IEEE Trans. Geosci. Remote. Sens., 2023)

Learning Transferable Discriminative Knowledge From Attribute-Aligned Hyperspectral Images. - Qichao Liu; Liang Xiao 001; Nan Huang 001; Jinhui Tang 001 (IEEE Trans. Geosci. Remote. Sens., 2023)

Prior Knowledge-Guided Transformer for Remote Sensing Image Captioning. - Lingwu Meng; Jing Wang 201; Yang Yang 074; Liang Xiao 001 (IEEE Trans. Geosci. Remote. Sens., 2023)

Cross-Domain Few-Shot Hyperspectral Image Classification With Class-Wise Attention. - Wenzhen Wang; Fang Liu 001; Jia Liu 020; Liang Xiao 001 (IEEE Trans. Geosci. Remote. Sens., 2023)

Cross-Modal Graph Knowledge Representation and Distillation Learning for Land Cover Classification. - Wenzhen Wang; Fang Liu 034; Wenzhi Liao; Liang Xiao 001 (IEEE Trans. Geosci. Remote. Sens., 2023)

Multiple Deep Proximal Learning for Hyperspectral-Multispectral Image Fusion. - Jingxiang Yang; Tian Lin; Xiaoyang Chen; Liang Xiao 001 (IEEE Trans. Geosci. Remote. Sens., 2023)

Learning Degradation-Aware Deep Prior for Hyperspectral Image Reconstruction. - Jingxiang Yang; Tian Lin; Fang Liu; Liang Xiao 001 (IEEE Trans. Geosci. Remote. Sens., 2023)

Prototype Learning for Automatic Check-Out. - Hao Chen 052; Xiu-Shen Wei; Liang Xiao 001 (IEEE Trans. Multim., 2023)

A Novel Video Stabilization Model With Motion Morphological Component Priors. - Huicong Wu; Liang Xiao 001; Le Sun 002; Byeungwoo Jeon (IEEE Trans. Multim., 2023)

Swin transformer with multiscale 3D atrous convolution for hyperspectral image classification. - Ghulam Farooque; Qichao Liu; Allah Bux Sargano; Liang Xiao 001 (Eng. Appl. Artif. Intell., 2023)

Deep Open-Curve Snake for Discriminative 3D Neuron Tracking. - Jie Song 014; Zhichao Lian; Liang Xiao 001 (IEEE J. Biomed. Health Informatics, 2023)

A Conditional Denoising Diffusion Probabilistic Model for Point Cloud Upsampling. - Wentao Qu; Yuantian Shao; Lingwu Meng; Xiaoshui Huang; Liang Xiao 001 (CVPR, 2024)

Vision-Language Joint Learning for Box-Supervised Change Detection in Remote Sensing. - Kanghua Yin; Fang Liu; Jia Liu 020; Liang Xiao 001 (IGARSS, 2024)

Spectral-Spatial Attentions and Deep Supervision for Change Detection in Remote Sensing Images. - Xia Zhang; Jia Liu 020; Wenhua Zhang; Fang Liu 001; Jingxiang Yang; Liang Xiao 001 (IGARSS, 2024)

TSBP: Improving Object Detection in Histology Images via Test-Time Self-guided Bounding-Box Propagation. - Tingting Yang; Liang Xiao 001; Yizhe Zhang (MICCAI (4), 2024)

URoadNet: Dual Sparse Attentive U-Net for Multiscale Road Network Extraction. - Jie Song 014; Yue Sun; Ziyun Cai; Liang Xiao 001; Yawen Huang; Yefeng Zheng 001 (CoRR, 2024)

MSTSENet: Multiscale Spectral-Spatial Transformer with Squeeze and Excitation network for hyperspectral image classification. - Irfan Ahmad 009; Ghulam Farooque; Qichao Liu; Fazal Hadi; Liang Xiao 001 (Eng. Appl. Artif. Intell., 2024)

HS-McHF: Hypersharpening With Multicomponent-Based Hierarchical Features Fusion Network. - Zeinab Dehghan; Jingxiang Yang; Milad Taleby Ahvanooey; Abdolraheem Khader; Liang Xiao 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)

Visual Rotated Position Encoding Transformer for Remote Sensing Image Captioning. - Anli Liu; Lingwu Meng; Liang Xiao 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)

Stair Fusion Network With Context-Refined Attention for Remote Sensing Image Semantic Segmentation. - Jia Liu 020; Wenyi Hua; Wenhua Zhang; Fang Liu 034; Liang Xiao 001 (IEEE Trans. Geosci. Remote. Sens., 2024)

MIMO-SST: Multi-Input Multi-Output Spatial-Spectral Transformer for Hyperspectral and Multispectral Image Fusion. - Jian Fang; Jingxiang Yang; Abdolraheem Khader; Liang Xiao 001 (IEEE Trans. Geosci. Remote. Sens., 2024)

Deep Unfolding Network Enhanced by Transformer Priors for Unregistered Hyperspectral and Multispectral Image Fusion. - Jian Fang; Jingxiang Yang; Abdolraheem Khader; Liang Xiao 001 (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. - Fang Liu 034; Jiaqi An; Jia Liu 020; Jingxiang Yang; Xu Tang; Liang Xiao 001 (IEEE Trans. Geosci. Remote. Sens., 2024)

Candidate-Aware and Change-Guided Learning for Remote Sensing Change Detection. - Fang Liu 034; Yangguang Liu; Jia Liu 020; Xu Tang; Liang Xiao 001 (IEEE Trans. Geosci. Remote. Sens., 2024)

Difference Guidance Learning With Feature Alignment for Change Detection. - Yangguang Liu; Fang Liu 034; Jia Liu 020; Liang Xiao 001 (IEEE Trans. Geosci. Remote. Sens., 2024)

Content-Guided and Class-Oriented Learning for VHR Image Semantic Segmentation. - Fang Liu 034; Keming Liu; Jia Liu 020; Jingxiang Yang; Xu Tang; Liang Xiao 001 (IEEE Trans. Geosci. Remote. Sens., 2024)

A Spectral Diffusion Prior for Unsupervised Hyperspectral Image Super-Resolution. - Jianjun Liu; Zebin Wu 001; Liang Xiao 001 (IEEE Trans. Geosci. Remote. Sens., 2024)

Adaptive Spatial Structure-Aware and Spectral Gradient Structure Tensor-Guided Model for Pansharpening. - Pengfei Liu 002; Zhizhong Zheng; Liang Xiao 001 (IEEE Trans. Geosci. Remote. Sens., 2024)

A Multiscale Grouping Transformer With CLIP Latents for Remote Sensing Image Captioning. - Lingwu Meng; Jing Wang 201; Ran Meng; Yang Yang 074; Liang Xiao 001 (IEEE Trans. Geosci. Remote. Sens., 2024)

I2MEP-Net: Inter- and Intra-Modality Enhancing Prototypical Network for Few-Shot Hyperspectral Image Classification. - Wenzhen Wang; Fang Liu 034; Liang Xiao 001 (IEEE Trans. Geosci. Remote. Sens., 2024)

Hyperspectral Reconstruction From RGB Images via Physically Guided Graph Deep Prior Learning. - Haifeng Xu; Jingxiang Yang; Tian Lin; Jia Liu 020; Fang Liu 034; Liang Xiao 001 (IEEE Trans. Geosci. Remote. Sens., 2024)

Computational Oriented Proposal for Fine-Grained Ship Detection in Complex Remote Sensing Images. - Wenjing Zhan; Fang Liu 034; Yongke Li; Liang Xiao 001 (IEEE Trans. Instrum. Meas., 2024)

Composite Neighbor-Aware Convolutional Metric Networks for Hyperspectral Image Classification. - Qichao Liu; Liang Xiao 001; Nan Huang 001; Jinhui Tang 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

Unsupervised Deep Tensor Network for Hyperspectral-Multispectral Image Fusion. - Jingxiang Yang; Liang Xiao 001; Yong-Qiang Zhao 001; Jonathan Cheung-Wai Chan (IEEE Trans. Neural Networks Learn. Syst., 2024)

An End-to-End Robust Point Cloud Semantic Segmentation Network with Single-Step Conditional Diffusion Models. - Wentao Qu; Jing Wang 201; Yongshun Gong; Xiaoshui Huang; Liang Xiao 001 (CVPR, 2025)

Multi-scale Feature Interaction and Adaptive Experts for Panoptic Segmentation in Remote Sensing Images. - Zhenkun Sun; Jia Liu 020; Wenhua Zhang; Fang Liu; Jingxiang Yang; Liang Xiao 001 (ICASSP, 2025)

Mask-guided Multi-scale Spatial-Spectral Transformer for Snapshot Compressive Imaging. - Heyuan Yin; Jingxiang Yang; Jia Liu 020; Liang Xiao 001 (ICASSP, 2025)

Part in Part Embedding Network for Zero-Shot Learning. - Zhexian Zhou; Liang Xiao 001; Guo-Sen Xie (ICASSP, 2025)

Easy and Hard Partitions: An Investigation On Dataset Partitions in Biomedical Image Analysis. - Tingting Yang; Tao Zhou; Liang Xiao 001; Yizhe Zhang (ISBI, 2025)

Adversarial purification of information masking. - Sitong Liu; Zhichao Lian; Shuangquan Zhang; Liang Xiao 001 (Neurocomputing, 2025)

Segmentation of 3D neuronal morphologies in microscopy images utilizing flexible open-curve snakes. - Amir Vatani; Jie Song 014; Liang Xiao 001 (Neurocomputing, 2025)

Deep one-class probability learning for end-to-end image classification. - Jia Liu 020; Wenhua Zhang; Fang Liu; Jingxiang Yang; Liang Xiao 001 (Neural Networks, 2025)

TMAR: 3-D Transformer Network via Masked Autoencoder Regularization for Hyperspectral Sharpening. - Zeinab Dehghan; Jingxiang Yang; Mehran Yazdi; Abdolraheem Khader; Liang Xiao 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025)

Dual-Path Interactive U-Net for Unsupervised Hyperspectral Image Super-Resolution. - Wenchen Deng; Jianjun Liu; Jinlong Yang 002; Zebin Wu 001; Liang Xiao 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025)

SIFANet: Spatial-Temporal Interaction and Frequency Adaptive Awareness Network for Change Detection in Remote Sensing Images. - Jia Liu 020; Kaixuan Jiang; Wenhua Zhang; Fang Liu 034; Liang Xiao 001; Puzhao Zhang; Chen Wu 003 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025)

Range-Null Space Decomposition With Frequency-Oriented Mamba for Spectral Superresolution. - Meimei Weng; Jianjun Liu; Jinlong Yang 002; Zebin Wu 001; Liang Xiao 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025)

Unsupervised Global Difference Modeling for Image Change Detection. - Wenhua Zhang; Qihao Weng; Jia Liu 020; Zeng Qu; Yong Li 032; Jinjin Chai; Liang Xiao 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025)

Hierarchical Contrastive Learning for Multigranularity Ship Classification With Learnable Class Queries. - Jingzhou Chen; Fengchao Xiong; Yuntao Qian; Liang Xiao 001 (IEEE Trans. Geosci. Remote. Sens., 2025)

Dual-Conditionally Guided Diffusion Models for Fusion of Unregistered Multisource Remote Sensing Images. - Wenxiu Diao; Ling Hu; Kai Zhang 010; Liang Xiao 001 (IEEE Trans. Geosci. Remote. Sens., 2025)

Edge-Object Co-Driven Learning for Remote Sensing Change Detection. - Yangguang Liu; Fang Liu 034; Jia Liu 020; Liang Xiao 001 (IEEE Trans. Geosci. Remote. Sens., 2025)

Gradient Subspace-Regularized Hyperspectral Image and Stripe-Coupled Nonconvex Tensor Low-Rank Priors for Destriping and Denoising. - Pengfei Liu 002; Haijian Long; Zhizhong Zheng; Nan Huang 001; Liang Xiao 001 (IEEE Trans. Geosci. Remote. Sens., 2025)

Multiscale Self-Supervised Constraints and Change-Masks-Guided Network for Weakly Supervised Change Detection. - Jia Liu 020; Hejun Luo; Wenhua Zhang; Fang Liu 001; Liang Xiao 001 (IEEE Trans. Geosci. Remote. Sens., 2025)

Hyperspectral Image Denoising and Destriping via Gradient Tensor Subspace Low-Rank Learning and Along-Across Stripe Directional Constraints. - Pengfei Liu 002; Haijian Long; Zhizhong Zheng; Liang Xiao 001 (IEEE Trans. Geosci. Remote. Sens., 2025)

Box2Change: A Novel Weakly Supervised Way for Change Detection via Consistency Instance Segmentation. - Fang Liu 034; Kanghua Yin; Jia Liu 020; Jingxiang Yang; Xu Tang; Liang Xiao 001 (IEEE Trans. Geosci. Remote. Sens., 2025)

Background-Driven and Foreground-Refined Network for Weakly Supervised Change Detection. - Fang Liu 034; Peng Zhang; Jia Liu 020; Jingxiang Yang; Xu Tang; Liang Xiao 001 (IEEE Trans. Geosci. Remote. Sens., 2025)

A Biobjective Model-Driven Autocoder for Blind Hyperspectral Unmixing. - Jianjun Liu; Hongru Zong; Zebin Wu 001; Liang Xiao 001 (IEEE Trans. Geosci. Remote. Sens., 2025)

RSIC-GMamba: A State-Space Model With Genetic Operations for Remote Sensing Image Captioning. - Lingwu Meng; Jing Wang 201; Yan Huang; Liang Xiao 001 (IEEE Trans. Geosci. Remote. Sens., 2025)

Learning Cross-Task Features With Mamba for Remote Sensing Image Multitask Prediction. - Yu Shen; Liang Xiao 001; Jianyu Chen; Qian Du 001; Qiaolin Ye (IEEE Trans. Geosci. Remote. Sens., 2025)

Topological Information Aggregation Network for Few-Shot Cross-Domain Hyperspectral Image Classification. - Kai Shi 001; Wenzhen Wang; Qichao Liu; Liang Xiao 001 (IEEE Trans. Geosci. Remote. Sens., 2025)

DUSA-UNet: Dual Sparse Attentive U-Net for Multiscale Road Network Extraction. - Jie Song 014; Yue Sun; Ziyun Cai; Liang Xiao 001; Yawen Huang; Yefeng Zheng 001 (IEEE Trans. Geosci. Remote. Sens., 2025)

Text-Driven Adaptive Semantic Alignment Network for Cross-Scene Hyperspectral Image Classification. - Wenzhen Wang; Fang Liu 034; Hongyuan Zhu; Liang Xiao 001 (IEEE Trans. Geosci. Remote. Sens., 2025)

Boosting Adversarial Transferability via Relative Feature Importance-Aware Attacks. - Jian-Wei Li; Wen-Ze Shao; Yubao Sun; Li-Qian Wang; Qi Ge; Liang Xiao 001 (IEEE Trans. Inf. Forensics Secur., 2025)

Graph-Based Tensor Bayesian Multispectral Image Fusion With Nonconvex Tensor Rank Minimization Model. - Pengfei Liu 002; Zhizhong Zheng; Shangdong Zheng; Liang Xiao 001 (IEEE Trans. Instrum. Meas., 2025)

DSSFT: Dual branch spectral-spatial feature fusion transformer network for hyperspectral image unmixing. - Fazal Hadi; Ghulam Farooque; Yuantian Shao; Jingxiang Yang; Liang Xiao 001 (Earth Sci. Informatics, 2025)

FaceGCN: Structured Priors Inspired Graph Convolutional Networks for Face Restoration With Unknown Degradations. - Weidan Yan; Wenze Shao; Dengyin Zhang; Liang Xiao 001 (IEEE Trans. Circuits Syst. Video Technol., 2025)

Robust Single-Stage Fully Sparse 3D Object Detection via Detachable Latent Diffusion. - Wentao Qu; Guofeng Mei; Jing Wang 201; Yujiao Wu; Xiaoshui Huang; Liang Xiao 001 (CoRR, 2025)

A boundary evidence controlled level set inference method for nuclei instance segmentation in histopathology images. - Amir Vatani; Jie Song 014; Liang Xiao 001 (Multim. Tools Appl., 2025)