Liang Xiao

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 171

Top Venues

IEEE Trans. Geosci. Remote. Sens.

IGARSS

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.

CoRR

Publications

Fang Liu, Yangguang Liu, Jia Liu, Xu Tang, Liang Xiao
Candidate-Aware and Change-Guided Learning for Remote Sensing Change Detection. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Zeinab Dehghan, Jingxiang Yang, Milad Taleby Ahvanooey, Abdolraheem Khader, Liang Xiao
HS-McHF: Hypersharpening With Multicomponent-Based Hierarchical Features Fusion Network. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17 (2024)
Qichao Liu, Liang Xiao, Nan Huang, Jinhui Tang
Composite Neighbor-Aware Convolutional Metric Networks for Hyperspectral Image Classification. IEEE Trans. Neural Networks Learn. Syst. 35 (7) (2024)
Wenzhen Wang, Fang Liu, Liang Xiao
MEP-Net: Inter- and Intra-Modality Enhancing Prototypical Network for Few-Shot Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Lingwu Meng, Jing Wang, Ran Meng, Yang Yang, Liang Xiao
A Multiscale Grouping Transformer With CLIP Latents for Remote Sensing Image Captioning. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Yangguang Liu, Fang Liu, Jia Liu, Liang Xiao
Difference Guidance Learning With Feature Alignment for Change Detection. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Fang Liu, Jiaqi An, Jia Liu, Jingxiang Yang, Xu Tang, Liang Xiao
Conjoint Cross-Attention Modeling and Joint Feature Calibrating for Remote Sensing Image Change Detection via a Triple-Double Network. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Jian Fang, Jingxiang Yang, Abdolraheem Khader, Liang Xiao
MIMO-SST: Multi-Input Multi-Output Spatial-Spectral Transformer for Hyperspectral and Multispectral Image Fusion. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Kaixuan Jiang, Jia Liu, Wenhua Zhang, Fang Liu, Liang Xiao
MANet: An Efficient Multidimensional Attention-Aggregated Network for Remote Sensing Image Change Detection. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Jia Sun, Jia Liu, Liang Xiao
Intrinsic Decomposition Model-Guided Two-Stream Coupled Autoencoder for Unsupervised Hyperspectral Image Change Detection. IEEE Geosci. Remote. Sens. Lett. 20 (2023)
Hejun Luo, Jia Liu, Fang Liu, Wenhua Zhang, Jingxiang Yang, Liang Xiao
Edge-Guided Feature Dense Fusion Network for Remote Sensing Image Change Detection. IGARSS (2023)
Huicong Wu, Liang Xiao, Le Sun, Byeungwoo Jeon
A Novel Video Stabilization Model With Motion Morphological Component Priors. IEEE Trans. Multim. 25 (2023)
Pengfei Liu, Lanlan Liu, Liang Xiao
A Novel Tensor-Based Hyperspectral Image Restoration Method With Low-Rank Modeling in Gradient Domains. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16 (2023)
Wenzhen Wang, Fang Liu, Jia Liu, Liang Xiao
Cross-Domain Few-Shot Hyperspectral Image Classification With Class-Wise Attention. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Jianjun Liu, Zebin Wu, Liang Xiao
A Spectral Diffusion Prior for Hyperspectral Image Super-Resolution. CoRR (2023)
Ling Hu, Ran Meng, Qichao Liu, Jia Liu, Liang Xiao
Novel Contrastive Regularized Bipartite Network for Unsupervised Change Detection. WHISPERS (2023)
Ghulam Farooque, Qichao Liu, Allah Bux Sargano, Liang Xiao
Swin transformer with multiscale 3D atrous convolution for hyperspectral image classification. Eng. Appl. Artif. Intell. 126 (2023)
Jie Song, Ziyun Cai, Yurong Song, Guoping Jiang, Zhichao Lian, Liang Xiao
Learnable Snake R-CNN for Instance-Level Biomedical Image Segmentation. ICIP (2023)
Hengyi Huang, Wenzhen Wang, Wenzhi Liao, Liang Xiao
A Multi-Scale Deep Feature Learning and Semantic Enhancement Approach for Remote Sensing Scene Classification. IGARSS (2023)
Jian Fang, Jingxiang Yang, Abdolraheem Khader, Liang Xiao
A Multiresolution Details Enhanced Attentive Dual-UNet for Hyperspectral and Multispectral Image Fusion. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16 (2023)
Wenzhen Wang, Fang Liu, Wenzhi Liao, Liang Xiao
Cross-Modal Graph Knowledge Representation and Distillation Learning for Land Cover Classification. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Jie Song, Zhichao Lian, Liang Xiao
Deep Open-Curve Snake for Discriminative 3D Neuron Tracking. IEEE J. Biomed. Health Informatics 27 (12) (2023)
Lingwu Meng, Jing Wang, Yang Yang, Liang Xiao
Prior Knowledge-Guided Transformer for Remote Sensing Image Captioning. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Jingxiang Yang, Tian Lin, Fang Liu, Liang Xiao
Learning Degradation-Aware Deep Prior for Hyperspectral Image Reconstruction. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Wentao Qu, Yuantian Shao, Lingwu Meng, Xiaoshui Huang, Liang Xiao
A Conditional Denoising Diffusion Probabilistic Model for Point Cloud Upsampling. CoRR (2023)
Sitong Liu, Zhichao Lian, Shuangquan Zhang, Liang Xiao
Adversarial Purification of Information Masking. CoRR (2023)
Abdolraheem Khader, Jingxiang Yang, Liang Xiao
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. 16 (2023)
Wenfei Gao, Fang Liu, Jia Liu, Liang Xiao, Xu Tang
Domain-Specific and Domain-Common Feature Enhancement for Cross-Domain Few-Shot Hyperspectral Image Classification. IGARSS (2023)
Fang Liu, Wenfei Gao, Jia Liu, Xu Tang, Liang Xiao
Adversarial Domain Alignment With Contrastive Learning for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Ling Hu, Qichao Liu, Jia Liu, Liang Xiao
PRBCD-Net: Predict-Refining-Involved Bidirectional Contrastive Difference Network for Unsupervised Change Detection. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Jingxiang Yang, Tian Lin, Xiaoyang Chen, Liang Xiao
Multiple Deep Proximal Learning for Hyperspectral-Multispectral Image Fusion. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Yangguang Liu, Fang Liu, Jia Liu, Xu Tang, Liang Xiao
Adaptive Spatial and Difference Learning for Change Detection. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16 (2023)
Nan Huang, Liang Xiao, Qichao Liu, Jocelyn Chanussot
DMSC: A Self-Supervised Deep Multilevel Subspace Clustering Approach for Large Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Keming Liu, Fang Liu, Jia Liu, Liang Xiao, Xu Tang
Unsupervised Domain Adaption for Remote Sensing Semantic Segmentation with Self-Attention Mechanism. IGARSS (2023)
Jiaqi An, Fang Liu, Jia Liu, Liang Xiao, Xu Tang
Spatial-Preserving and Edge-Orienting High-Resolution Network for Remote Sensing Change Detection. IGARSS (2023)
Wenfei Gao, Fang Liu, Jia Liu, Liang Xiao, Xu Tang
Spatial-Spectral Adaptive Learning With Pixelwise Filtering for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Kai Shi, Qichao Liu, Zhizhong Zheng, Liang Xiao
Efficient Implementation for Composite CNN-Based HSI Classification Algorithm with Huawei Ascend Framework. WHISPERS (2023)
Chengwei Huang, Ling Hu, Wenzhi Liao, Liang Xiao
Siamese Recurrent Residual Refinement Network for High-Resolution Image Change Detection. IGARSS (2023)
Yangguang Liu, Fang Liu, Jia Liu, Xu Tang, Kaixuan Jiang, Liang Xiao
Spatial-Adaptive and Feature-Enhanced Siamese Network for Change Detection. IGARSS (2022)
Sitong Liu, Zhichao Lian, Siqi Gu, Liang Xiao
Block shuffling learning for Deepfake Detection. CoRR (2022)
Andi Zhang, Fang Liu, Jia Liu, Xu Tang, Wenfei Gao, Donghui Li, Liang Xiao
Domain-Adaptive Few-Shot Learning for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Fazal Hadi, Jingxiang Yang, Matee Ullah, Irfan Ahmad, Ghulam Farooque, Liang Xiao
DHCAE: Deep Hybrid Convolutional Autoencoder Approach for Robust Supervised Hyperspectral Unmixing. Remote. Sens. 14 (18) (2022)
Abdolraheem Khader, Jingxiang Yang, Liang Xiao
NMF-DuNet: Nonnegative Matrix Factorization Inspired Deep Unrolling Networks for Hyperspectral and Multispectral Image Fusion. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15 (2022)
Jia Liu, Maoguo Gong, Liang Xiao, Wenhua Zhang, Fang Liu
Evolving Connections in Group of Neurons for Robust Learning. IEEE Trans. Cybern. 52 (5) (2022)
Hao Chen, Yangzhun Zhou, Jun Li, Xiu-Shen Wei, Liang Xiao
Self-Supervised Multi-Category Counting Networks for Automatic Check-Out. IEEE Trans. Image Process. 31 (2022)
Jia Sun, Jia Liu, Ling Hu, Zhihui Wei, Liang Xiao
A Mutual Teaching Framework with Momentum Correction for Unsupervised Hyperspectral Image Change Detection. Remote. Sens. 14 (4) (2022)
Nan Huang, Liang Xiao, Yang Xu, Jocelyn Chanussot
A Bipartite Graph Partition-Based Coclustering Approach With Graph Nonnegative Matrix Factorization for Large Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Jianjun Liu, Zebin Wu, Liang Xiao, Xiaojun Wu
Model Inspired Autoencoder for Unsupervised Hyperspectral Image Super-Resolution. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Jingxiang Yang, Liang Xiao, Yongqiang Zhao, Jonathan Cheung-Wai Chan
Variational Regularization Network With Attentive Deep Prior for Hyperspectral-Multispectral Image Fusion. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Jianjun Liu, Dunbin Shen, Zebin Wu, Liang Xiao, Jun Sun, Hong Yan
Patch-Aware Deep Hyperspectral and Multispectral Image Fusion by Unfolding Subspace-Based Optimization Model. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15 (2022)
Dunbin Shen, Jianjun Liu, Zebin Wu, Jinlong Yang, Liang Xiao
ADMM-HFNet: A Matrix Decomposition-Based Deep Approach for Hyperspectral Image Fusion. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Pengfei Liu, Liang Xiao
A Nonconvex Pansharpening Model With Spatial and Spectral Gradient Difference-Induced Nonconvex Sparsity Priors. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Pengfei Liu, Jiahui Liu, Liang Xiao
A Unified Pansharpening Method With Structure Tensor Driven Spatial Consistency and Deep Plug-and-Play Priors. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Zhikang Xiang, Liang Xiao, Jingxiang Yang, Wenzhi Liao, Wilfried Philips
Detail-Injection-Model-Inspired Deep Fusion Network for Pansharpening. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Yu Shen, Sijie Zhu, Taojiannan Yang, Chen Chen, Delu Pan, Jianyu Chen, Liang Xiao, Qian Du
BDANet: Multiscale Convolutional Neural Network With Cross-Directional Attention for Building Damage Assessment From Satellite Images. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Jia Liu, Wenhua Zhang, Fang Liu, Liang Xiao
A Probabilistic Model Based on Bipartite Convolutional Neural Network for Unsupervised Change Detection. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Ling Hu, Jia Liu, Liang Xiao
A Total Variation Regularized Bipartite Network for Unsupervised Change Detection. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Zhikang Xiang, Liang Xiao, Wenzhi Liao, Wilfried Philips
MC-JAFN: Multilevel Contexts-Based Joint Attentive Fusion Network for Pansharpening. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Nan Huang, Liang Xiao, Jianjun Liu, Jocelyn Chanussot
Graph Convolutional Sparse Subspace Coclustering With Nonnegative Orthogonal Factorization for Large Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Jingxiang Yang, Liang Xiao
Learning a Coupled Multilinear Network for Unsupervised Hyperspectral-Multispectral Image Fusion. IGARSS (2022)
Kaixuan Jiang, Wenhua Zhang, Jia Liu, Fang Liu, Liang Xiao
Joint Variation Learning of Fusion and Difference Features for Change Detection in Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Qichao Liu, Liang Xiao, Jingxiang Yang, Zhihui Wei
Multilevel Superpixel Structured Graph U-Nets for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Xiaoyang Chen, Jingxiang Yang, Liang Xiao
Learning Deep Subspace Projection Prior for Dual-Camera Compressive Hyperspectral Imaging. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Hao Chen, Xiu-Shen Wei, Faen Zhang, Yang Shen, Hui Xu, Liang Xiao
Automatic Check-Out via Prototype-Based Classifier Learning from Single-Product Exemplars. ECCV (25) (2022)
Kexin Zheng, Abdolraheem Khader, Liang Xiao
An Unsupervised Hyperspectral Image Fusion Method Based on Spectral Unmixing and Deep Learning. IGARSS (2022)
Fang Liu, Jingya Wang, Xu Tang, Jia Liu, Xiangrong Zhang, Liang Xiao
Adaptive Graph Convolutional Network for PolSAR Image Classification. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Huicong Wu, Liang Xiao, Zhihui Wei
Simultaneous Video Stabilization and Rolling Shutter Removal. IEEE Trans. Image Process. 30 (2021)
Jinhuan Xu, Liang Xiao, Jingxiang Yang
Unified Low-Rank Subspace Clustering with Dynamic Hypergraph for Hyperspectral Image. Remote. Sens. 13 (7) (2021)
Jia Liu, Wenhua Zhang, Fang Liu, Liang Xiao
Deep associative learning for neural networks. Neurocomputing 443 (2021)
Qichao Liu, Liang Xiao, Jingxiang Yang, Zhihui Wei
CNN-Enhanced Graph Convolutional Network With Pixel- and Superpixel-Level Feature Fusion for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 59 (10) (2021)
Lu Yang, Jinhuan Xu, Liang Xiao
Hyperspectral Image Denoising with Collaborative Total Variation and Low Rank Regularization. IGARSS (2021)
Yu Shen, Sijie Zhu, Taojiannan Yang, Chen Chen, Delu Pan, Jianyu Chen, Liang Xiao, Qian Du
BDANet: Multiscale Convolutional Neural Network with Cross-directional Attention for Building Damage Assessment from Satellite Images. CoRR (2021)
Jie Song, Liang Xiao, Mohsen Molaei, Zhichao Lian
Sparse Coding Driven Deep Decision Tree Ensembles for Nucleus Segmentation in Digital Pathology Images. IEEE Trans. Image Process. 30 (2021)
Haopeng Xie, Liang Xiao, Huicong Wu
Intra- and Inter-frame Iterative Temporal Convolutional Networks for Video Stabilization. MMAsia (2021)
Yuda Lu, Jingxiang Yang, Liang Xiao
Multi-Supervised Recursive-CNN for Hyperspectral and Multispectral Image Fusion. IGARSS (2021)
Jingxiang Yang, Liang Xiao, Yong-Qiang Zhao, Jonathan Cheung-Wai Chan
Hybrid Local and Nonlocal 3-D Attentive CNN for Hyperspectral Image Super-Resolution. IEEE Geosci. Remote. Sens. Lett. 18 (7) (2021)
Jinhuan Xu, James E. Fowler, Liang Xiao
Hypergraph-Regularized Low-Rank Subspace Clustering Using Superpixels for Unsupervised Spatial-Spectral Hyperspectral Classification. IEEE Geosci. Remote. Sens. Lett. 18 (5) (2021)
Jianjun Liu, Zebin Wu, Liang Xiao, Xiao-Jun Wu
Model Inspired Autoencoder for Unsupervised Hyperspectral Image Super-Resolution. CoRR (2021)
Ghulam Farooque, Liang Xiao, Jingxiang Yang, Allah Bux Sargano
Hyperspectral Image Classification via a Novel Spectral-Spatial 3D ConvLSTM-CNN. Remote. Sens. 13 (21) (2021)
Yu Shen, Sijie Zhu, Chen Chen, Qian Du, Liang Xiao, Jianyu Chen, Delu Pan
Efficient Deep Learning of Nonlocal Features for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 59 (7) (2021)
Zhenghui Liang, Yang Xu, Liang Xiao, Zhihui Wei
Spatial-Spectral Total Variation Constrained Collaborative Tensor Regularization for Dual-Camera Compressive Hyperspectral Imaging. IGARSS (2021)
Jian Yu, Qichao Liu, Liang Xiao, Zhihui Wei
A Directional Message Propagation Convolutional Neural Network for Hyperspectral Images Classification. IGARSS (2020)
Fan Yang, Liang Xiao, Jingxiang Yang
Video Deblurring Via 3d CNN and Fourier Accumulation Learning. ICASSP (2020)
Qichao Liu, Liang Xiao, Jingxiang Yang, Jonathan Cheung-Wai Chan
Content-Guided Convolutional Neural Network for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 58 (9) (2020)
Haocheng Zhang, Jia Liu, Liang Xiao
Bipartite Residual Network for Change Detection in Heterogeneous Optical and Radar Images. IGARSS (2020)
Jie Song, Liang Xiao, Mohsen Molaei, Zhichao Lian
Sparse Coding Driven Deep Decision Tree Ensembles for Nuclear Segmentation in Digital Pathology Images. CoRR (2020)
Jianjun Liu, Zebin Wu, Liang Xiao, Hong Yan
Learning Multiple Parameters for Kernel Collaborative Representation Classification. IEEE Trans. Neural Networks Learn. Syst. 31 (12) (2020)
Jianjun Liu, Zebin Wu, Liang Xiao, Jun Sun, Hong Yan
Generalized Tensor Regression for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 58 (2) (2020)
Jianjun Liu, Zebin Wu, Liang Xiao, Jun Sun, Hong Yan
A Truncated Matrix Decomposition for Hyperspectral Image Super-Resolution. IEEE Trans. Image Process. 29 (2020)
Ning Wen, Qichao Liu, Liang Xiao
PERONA-MALIK DIFFUSION DRIVEN CNN FOR SUPERVISED CLASSIFICATION OF HYPERSPECTRAL IMAGES. IGARSS (2020)
De-Qing Kong, Yonghui Fan, Jinguang Hao, Xiaofeng Zhang, Qingtang Su, Tao Yao, Caiming Zhang, Liang Xiao, Gang Wang
Cortical thickness computation by solving tetrahedron-based harmonic field. Comput. Biol. Medicine 120 (2020)
Dunbin Shen, Jianjun Liu, Zhiyong Xiao, Jinlong Yang, Liang Xiao
A Twice Optimizing Net With Matrix Decomposition for Hyperspectral and Multispectral Image Fusion. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13 (2020)
Siyu Liu, Nan Huang, Liang Xiao
Locally Constrained Collaborative Representation Based Fisher's LDA for Clustering of Hyperspectral Images. IGARSS (2020)
Yu Shen, Sijie Zhu, Chen Chen, Qian Du, Liang Xiao, Jianyu Chen, Delu Pan
Efficient Deep Learning of Non-local Features for Hyperspectral Image Classification. CoRR (2020)
Nan Huang, Liang Xiao, Songze Tang, Qichao Liu
Clustering Hyperspectral Images Via Sparse Dictionary Learning with Joint Sparsity and Shared Wavelets. IGARSS (2019)
Chen Jia, Liang Xiao, Yue Zhang
Cross-Domain NER using Cross-Domain Language Modeling. ACL (1) (2019)
Qichao Liu, Liang Xiao, Pengfei Liu, Nan Huang
Data Augmentation and Refining with Steering Stencils for Supervised Classification of Hyperspectral Image. IGARSS (2019)
Yu Shen, Jianyu Chen, Liang Xiao, Delu Pan
A Bilevel Contextual MRF Model for Supervised Classification of High Spatial Resolution Remote Sensing Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12 (12) (2019)
Nan Huang, Liang Xiao
Hyperspectral image clustering via sparse dictionary-based anchored regression. IET Image Process. 13 (2) (2019)
Mengfei Song, Jie Song, Liang Xiao
Supervised Hyperspectral Image Classification Via Sparse Separable Convolutional Feature Learning. IGARSS (2019)

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Publication Activity (10 Years)

Top Topics

Top Venues

Liang Xiao