Yang Xu

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 90

Top Topics

Anomaly Detection

Hyperspectral Image Classification

Top Venues

IEEE Trans. Geosci. Remote. Sens.

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

IEEE Geosci. Remote. Sens. Lett.

Publications

Yushan Pan, Yang Xu, Zebin Wu, Zhihui Wei, Javier Plaza, Antonio Plaza
A Mask Guided Oriented Object Detector Based on Rotated Size-Adaptive Tricube Kernel. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Biqi Wang, Yang Xu, Zebin Wu, Shangdong Zheng, Zhihui Wei, Jocelyn Chanussot
Hyperspectral Images Single-Source Domain Generalization Based on Nonlinear Sample Generation. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Peng Zheng, Zebin Wu, Yang Xu, Jin Sun, Fei Ye, Chuan Qin, Zhihui Wei, Javier Plaza, Jun Li, Antonio Plaza
Unified Cloud-Based Framework for Hyperspectral and Multispectral Image Fusion Incorporating Nonlocal Principles and Tensor Decomposition. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Yang Xu, Shanshan Wu, Biqi Wang, Ming Yang, Zebin Wu, Yazhou Yao, Zhihui Wei
Two-stage fine-grained image classification model based on multi-granularity feature fusion. Pattern Recognit. 146 (2024)
Shangdong Zheng, Zebin Wu, Qian Du, Yang Xu, Zhihui Wei
Oriented Object Detection for Remote Sensing Images via Object-Wise Rotation-Invariant Semantic Representation. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Chengxun He, Yang Xu, Zebin Wu, Zhihui Wei
Connecting Low-Level and High-Level Visions: A Joint Optimization for Hyperspectral Image Super-Resolution and Target Detection. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Dalong Zheng, Zebin Wu, Jia Liu, Yang Xu, Chih-Cheng Hung, Zhihui Wei
Explicit Change-Relation Learning for Change Detection in VHR Remote Sensing Images. IEEE Geosci. Remote. Sens. Lett. 21 (2024)
Shangdong Zheng, Zebin Wu, Yang Xu, Zhihui Wei
Weakly Supervised Object Detection for Remote Sensing Images via Progressive Image-Level and Instance-Level Feature Refinement. Remote. Sens. 16 (7) (2024)
Qu Tian, Chengxun He, Yang Xu, Zebin Wu, Zhihui Wei
Hyperspectral Target Detection: Learning Faithful Background Representations via Orthogonal Subspace-Guided Variational Autoencoder. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Chengxun He, Qiujie Cao, Yang Xu, Le Sun, Zebin Wu, Zhihui Wei
Weighted Order-p Tensor Nuclear Norm Minimization and Its Application to Hyperspectral Image Mixed Denoising. IEEE Geosci. Remote. Sens. Lett. 20 (2023)
Yifan Zhang, Yang Xu, Zebin Wu, Zhihui Wei, Jocelyn Chanussot
A Novel Unified Framework for Multi-Task Fusion of Hyperspectral and SAR Image. IGARSS (2023)
Wenting Shang, Mohamad Jouni, Zebin Wu, Yang Xu, Mauro Dalla Mura, Zhihui Wei
Regularized Tensor Representative Coefficient Model for Hyperspectral Target Detection. IEEE Geosci. Remote. Sens. Lett. 20 (2023)
Peng Zheng, Jin Sun, Yang Xu, Yi Zhang, Zhihui Wei, Javier Plaza, Antonio Plaza, Zebin Wu
Distributed Nonlocal Coupled Hierarchical Tucker Decomposition for Hyperspectral Image Fusion. IEEE Geosci. Remote. Sens. Lett. 20 (2023)
Kun Yu, Shanshan Wu, Zebin Wu, Jin Sun, Yi Zhang, Yang Xu, Zhihui Wei
A Parallel Algorithm for Hyperspectral Target Detection Based on Weighted Alternating Direction Method of Multiplier. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16 (2023)
Gemine Vivone, Andrea Garzelli, Yang Xu, Wenzhi Liao, Jocelyn Chanussot
Panchromatic and Hyperspectral Image Fusion: Outcome of the 2022 WHISPERS Hyperspectral Pansharpening Challenge. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16 (2023)
Huihui Guo, Yang Xu, Zebin Wu, Zhihui Wei
Hyperspectral Video Tracker Based on Anomaly Suppression and Multi-Feature Integration. WHISPERS (2023)
Yahan Yang, Yang Xu, Zebin Wu, Biqi Wang, Zhihui Wei
Cross-Scene Classification of Hyperspectral Images via Generative Adversarial Network in Latent Space. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Shangdong Zheng, Zebin Wu, Yang Xu, Zhihui Wei
Instance-Aware Spatial-Frequency Feature Fusion Detector for Oriented Object Detection in Remote-Sensing Images. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Tao Tian, Jiang Cai, Yang Xu, Zebin Wu, Zhihui Wei, Jocelyn Chanussot
RGB-Infrared Multi-Modal Remote Sensing Object Detection Using CNN and Transformer Based Feature Fusion. IGARSS (2023)
Wenting Shang, Jiangjun Peng, Zebin Wu, Yang Xu, Mohamad Jouni, Mauro Dalla Mura, Zhihui Wei
Hyperspectral Anomaly Detection via Sparsity of Core Tensor Under Gradient Domain. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Qian Liu, Zebin Wu, Yang Xu, Zhihui Wei
A Unified Attention Paradigm for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Fei Ye, Zebin Wu, Xiuping Jia, Jocelyn Chanussot, Yang Xu, Zhihui Wei
Bayesian Nonlocal Patch Tensor Factorization for Hyperspectral Image Super-Resolution. IEEE Trans. Image Process. 32 (2023)
Wenting Shang, Mohamad Jouni, Zebin Wu, Yang Xu, Mauro Dalla Mura, Zhihui Wei
Hyperspectral Anomaly Detection Based on Regularized Background Abundance Tensor Decomposition. Remote. Sens. 15 (6) (2023)
Shixiang Zhang, Yang Xu, Zebin Wu, Zhihui Wei
CTC-Net: A Novel Coupled Feature-Enhanced Transformer and Inverted Convolution Network for Medical Image Segmentation. ACPR (2) (2023)
Chuan Qin, Zebin Wu, Yi Zhang, Jin Sun, Yang Xu, Peng Zheng, Zhihui Wei
A Distributed Parallel Optimization of Remote Sensing Image Fusion Algorithm Based on Nonlocal Tensor CP Decomposition. IGARSS (2022)
Hang Gong, Shangdong Zheng, Zebin Wu, Yang Xu, Zhihui Wei, Lei Xia, Wei Xu, Jianxin Liu, Daohua Ding
Spatial-Prior-Guided Attention for Small Object Detection in Overhead Catenary System. J. Circuits Syst. Comput. 31 (4) (2022)
Shangdong Zheng, Zebin Wu, Yang Xu, Zhihui Wei
Intrusion Detection of Foreign Objects in Overhead Power System for Preventive Maintenance in High-Speed Railway Catenary Inspection. IEEE Trans. Instrum. Meas. 71 (2022)
Jie Wei, Jingfa Zhang, Yang Xu, Lidan Xu, Zebin Wu, Zhihui Wei
Hyperspectral Anomaly Detection Based on Graph Regularized Variational Autoencoder. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Fei Pan, Zebin Wu, Xiuping Jia, Qian Liu, Yang Xu, Zhihui Wei
A Temporal-Reliable Method for Change Detection in High-Resolution Bi-Temporal Remote Sensing Images. Remote. Sens. 14 (13) (2022)
Shangdong Zheng, Zebin Wu, Yang Xu, Zhihui Wei, Antonio Plaza
Learning Orientation Information From Frequency-Domain for Oriented Object Detection in Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Fei Ye, Zebin Wu, Yang Xu, Hongyi Liu, Zhihui Wei
Bayesian Hyperspectral Image Super-Resolution in the Presence of Spectral Variability. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Qian Liu, Zebin Wu, Qian Du, Yang Xu, Zhihui Wei
Multiscale Alternately Updated Clique Network for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Tianming Zhan, Zuolin Bi, Huapeng Wu, Chao Xu, Qian Du, Yang Xu, Zebin Wu
A Novel Cross-Scale Octave Network for Hyperspectral and Multispectral Image Fusion. IEEE Trans. Geosci. Remote. Sens. 60 (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)
Ling Zhang, Zebin Wu, Jin Sun, Yang Xu, Zhihui Wei
A Distributed and Parallel Method of Hyperspectral Computational Imaging Via Collaborative Tucker3 Tensor Decomposition. IGARSS (2022)
Kun Zhou, Jie Wei, Zebin Wu, Yang Xu, Zhihui Wei
Hyperspectral Target Detection Based on Tensor RPCA with Constrained Energy Regularization. IGARSS (2022)
Hongmei Ge, Yongsheng Tang, Zuolin Bi, Tianming Zhan, Yang Xu, Aibo Song
MMSRC: A Multidirection Multiscale Spectral-Spatial Residual Network for Hyperspectral Multiclass Change Detection. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15 (2022)
Huapeng Wu, Jie Gui, Yang Xu, Zebin Wu, Yuan Yan Tang, Zhihui Wei
An Efficient Cross-Modality Self-Calibrated Network for Hyperspectral and Multispectral Image Fusion. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Chongyu Sun, Yang Xu, Zebin Wu, Zhihui Wei
ReAFFPN: Rotation-Equivariant Attention Feature Fusion Pyramid Networks for Aerial Object Detetcion. IGARSS (2022)
Chongyu Sun, Yang Xu, Zebin Wu, Zhihui Wei
ReAFFPN: Rotation-equivariant Attention Feature Fusion Pyramid Networks for Aerial Object Detection. CoRR (2022)
Ming Yang, Yang Xu, Zebin Wu, Zhihui Wei
Symmetrical irregular local features for fine-grained visual classification. Neurocomputing 505 (2022)
Biqi Wang, Yang Xu, Zebin Wu, Tianming Zhan, Zhihui Wei
Spatial-Spectral Local Domain Adaption for Cross Domain Few Shot Hyperspectral Images Classification. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Jin Sun, Heng Li, Yi Zhang, Yang Xu, Yaoqin Zhu, Qitao Zang, Zebin Wu, Zhihui Wei
Multiobjective Task Scheduling for Energy-Efficient Cloud Implementation of Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Wanxin Wu, Zebin Wu, Yang Xu, Jiandong Yang, Hongyi Liu, Zhihui Wei
Multi-Scale Anomaly Detection in Hyperspectral Images Based on Sparse and Low Rank Representations. WHISPERS (2021)
Tianming Zhan, Bo Song, Yang Xu, Minghua Wan, Xin Wang, Guowei Yang, Zebin Wu
SSCNN-S: A Spectral-Spatial Convolution Neural Network with Siamese Architecture for Change Detection. Remote. Sens. 13 (5) (2021)
Yang Xu, Zebin Wu, Jocelyn Chanussot, Zhihui Wei
Hyperspectral Computational Imaging via Collaborative Tucker3 Tensor Decomposition. IEEE Trans. Circuits Syst. Video Technol. 31 (1) (2021)
Qian Liu, Zebin Wu, Xiuping Jia, Yang Xu, Zhihui Wei
From Local to Global: Class Feature Fused Fully Convolutional Network for Hyperspectral Image Classification. Remote. Sens. 13 (24) (2021)
Fei Pan, Zebin Wu, Qian Liu, Yang Xu, Zhihui Wei
DCFF-Net: A Densely Connected Feature Fusion Network for Change Detection in High-Resolution Remote Sensing Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Tingting Wang, Yang Xu, Zebin Wu, Zhihui Wei
Spatial Spectral Joint Correction Network for Hyperspectral and Multispectral Image Fusion. ACPR (2) (2021)
Shangdong Zheng, Zebin Wu, Yang Xu, Zhihui Wei, Wei Xu, Jianxin Liu, Daohua Ding, Jiandong Yang
Pillar Number Plate Detection and Recognition in Unconstrained Scenarios. J. Circuits Syst. Comput. 30 (11) (2021)
Tianming Zhan, Yanwen Sun, Yongsheng Tang, Yang Xu, Zebin Wu
Tensor Regression and Image Fusion-Based Change Detection Using Hyperspectral and Multispectral Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (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)
Wei Lu, Wei Xu, Zebin Wu, Yang Xu, Zhihui Wei
Video Object Detection based on Non-local Prior of Spatiotemporal Context. CBD (2020)
Xin Wu, Danfeng Hong, Jocelyn Chanussot, Yang Xu, Ran Tao, Yue Wang
Fourier-Based Rotation-Invariant Feature Boosting: An Efficient Framework for Geospatial Object Detection. IEEE Geosci. Remote. Sens. Lett. 17 (2) (2020)
Yang Xu, Zebin Wu, Jocelyn Chanussot, Pierre Comon, Zhihui Wei
Nonlocal Coupled Tensor CP Decomposition for Hyperspectral and Multispectral Image Fusion. IEEE Trans. Geosci. Remote. Sens. 58 (1) (2020)
Jie Wei, Yang Xu, Wanting Cai, Zebin Wu, Jocelyn Chanussot, Zhihui Wei
A Two-Stream Multiscale Deep Learning Architecture for Pan-Sharpening. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13 (2020)
Linlin Chen, Zhihui Wei, Yang Xu
A Lightweight Spectral-Spatial Feature Extraction and Fusion Network for Hyperspectral Image Classification. Remote. Sens. 12 (9) (2020)
Weishi Deng, Zebin Wu, Haoyang Ma, Qicong Wang, Jin Sun, Yang Xu, Jiandong Yang, Zhihui Wei, Hongyi Liu
Multi-GPU Parallel Implementation of Spatial-Spectral Kernel Sparse Representation for Hyperspectral Image Classification. IGARSS (2020)
Chenwei Deng, Xun Liu, Jocelyn Chanussot, Yang Xu, Baojun Zhao
Towards perceptual image fusion: A novel two-layer framework. Inf. Fusion 57 (2020)
Yang Xu, Zebin Wu, Jocelyn Chanussot, Zhihui Wei
Hyperspectral Images Super-Resolution via Learning High-Order Coupled Tensor Ring Representation. IEEE Trans. Neural Networks Learn. Syst. 31 (11) (2020)
Wei Huang, Yang Xu, Xiaowei Hu, Zhihui Wei
Compressive Hyperspectral Image Reconstruction Based on Spatial-Spectral Residual Dense Network. IEEE Geosci. Remote. Sens. Lett. 17 (5) (2020)
Fuhe Qin, Zebin Wu, Yang Xu, Hongyi Liu, Yan Zhang, Zhihui Wei
Hyperspectral Anomaly Detection Based on Low Rank and Sparse Tensor Decomposition. IGARSS (2019)
Qian Liu, Zebin Wu, Le Sun, Yang Xu, Lu Du, Zhihui Wei
Kernel Low-Rank Representation Based on Local Similarity for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12 (6) (2019)
Yixuan Wang, Shangdong Zheng, Wei Xu, Yang Xu, Tianming Zhan, Peng Zheng, Zhihui Wei, Zebin Wu
A Stackable Attention-Guided Multi-scale CNN for Number Plate Detection. ICIG (1) (2019)
Yang Xu, Zebin Wu, Jocelyn Chanussot, Zhihui Wei
Nonlocal Patch Tensor Sparse Representation for Hyperspectral Image Super-Resolution. IEEE Trans. Image Process. 28 (6) (2019)
Xin Wu, Danfeng Hong, Jocelyn Chanussot, Yang Xu, Ran Tao, Yue Wang
Fourier-based Rotation-invariant Feature Boosting: An Efficient Framework for Geospatial Object Detection. CoRR (2019)
Zebin Wu, Wei Zhu, Jocelyn Chanussot, Yang Xu, Stanley J. Osher
Hyperspectral Anomaly Detection via Global and Local Joint Modeling of Background. IEEE Trans. Signal Process. 67 (14) (2019)
Xi Zhu, Yang Xu, Zhihui Wei
Super-Resolution of Sentinel-2 Images Based on Deep Channel-Attention Residual Network. IGARSS (2019)
Sevcan Kahraman, Yang Xu, Jocelyn Chanussot, Ali Tangel
LiDAR Data-Aided Hypergraph Regularized Multi-Modal Unmixing. IGARSS (2019)
Nan Huang, Liang Xiao, Yang Xu
Bipartite Graph Partition Based Coclustering With Joint Sparsity for Hyperspectral Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12 (12) (2019)
Bin Yan, Zebin Wu, Hongyi Liu, Yang Xu, Zhihui Wei
Hyperspectral Unmixing Via Wavelet Based Autoencoder Network. WHISPERS (2019)
Songze Tang, Yang Xu, Lili Huang, Le Sun
Hyperspectral Image Super-Resolution via Adaptive Dictionary Learning and Double l1 Constraint. Remote. Sens. 11 (23) (2019)
Qing Yang, Yang Xu, Zebin Wu, Zhihui Wei
Hyperspectral And Multispectral Image Fusion Based On Deep Attention Network. WHISPERS (2019)
Jing Du, Yang Xu, Zhihui Wei
Coupled Squeeze-and-Excitation Blocks Based CNN for Image Compression. IScIDE (1) (2019)
Tianming Zhan, Minghua Wan, Le Sun, Yang Xu, Guowei Yang, Zhenyu Lu, Zebin Wu
Robust Regression-Based Markov Random Field for Hyperspectral Image Classification. IEEE Access 7 (2019)
Huimin Yu, Zebin Wu, Jie Wei, Yang Xu, Jocelyn Chanussot, Andrea L. Bertozzi, Linlin Shi, Zhihui Wei
GPU Parallel Implementation of Gas Plume Detection in Hyperspectral Video Sequences. IGARSS (2018)
Wanting Cai, Yang Xu, Zebin Wu, Hongyi Liu, Ling Qian, Zhihui Wei
Pan-Sharpening Based on Multilevel Coupled Deep Network. IGARSS (2018)
Yang Xu, Zebin Wu, Jocelyn Chanussot, Zhihui Wei
Joint Reconstruction and Anomaly Detection From Compressive Hyperspectral Images Using Mahalanobis Distance-Regularized Tensor RPCA. IEEE Trans. Geosci. Remote. Sens. 56 (5) (2018)
Tianming Zhan, Le Sun, Yang Xu, Guowei Yang, Yan Zhang, Zebin Wu
Hyperspectral Classification via Superpixel Kernel Learning-Based Low Rank Representation. Remote. Sens. 10 (10) (2018)
Lu Zhao, Yang Xu, Zhihui Wei, Renping Yu, Ling Qiati
Hyperspectral Image Denoising via Coupled Spectral-Spatial Tensor Representation. IGARSS (2018)
Wenting Shang, Zebin Wu, Jie Wei, Yang Xu, Ling Qian, Zhihui Wei, Jocelyn Chanussot, Andrea L. Bertozzi
Gas Plume Detection in Hyperspectral Video Sequence Using Tensor Nuclear Norm. WHISPERS (2018)
Xiaowei Hu, Yang Xu, Zhihui Wei, Hongyi Liu, Ling Qian
Patch-Based Residual Networks for Compressively Sensed Hyperspectral Images Restruction. IGARSS (2018)
Yang Xu, Zebin Wu, Jocelyn Chanussot, Mauro Dalla Mura, Andrea L. Bertozzi, Zhihui Wei
Low-Rank Decomposition and Total Variation Regularization of Hyperspectral Video Sequences. IEEE Trans. Geosci. Remote. Sens. 56 (3) (2018)
Jun Liu, Weixuan Zhang, Zebin Wu, Yi Zhang, Yang Xu, Ling Qian, Zhihui Wei
A Distributed and Parallel Anomaly Detection in Hyperspectral Images Based on Low-Rank and Sparse Representation. IGARSS (2018)
Wei Liu, Zebin Wu, Jie Wei, Weishi Deng, Yang Xu, Lu Du, Zhihui Wei
Multiple features fusion for hyperspectral image classification based on extreme learning machine. IGARSS (2017)
Le Sun, Byeungwoo Jeon, Yuhui Zheng, Yang Xu, Zebin Wu
Homogeneous region based low rank representation in hidden field for hyperspectral classification. IGARSS (2017)
Yang Xu, Zebin Wu, Zhihui Wei, Mauro Dalla Mura, Jocelyn Chanussot, Andrea L. Bertozzi
GAS plume detection in hyperspectral video sequence using low rank representation. ICIP (2016)
Yang Xu, Zebin Wu, Jun Li, Antonio J. Plaza, Zhihui Wei
Anomaly Detection in Hyperspectral Images Based on Low-Rank and Sparse Representation. IEEE Trans. Geosci. Remote. Sens. 54 (4) (2016)
Yang Xu, Zebin Wu, Fu Xiao, Tianming Zhan, Zhihui Wei
A Target Detection Method Based on Low-Rank Regularized Least Squares Model for Hyperspectral Images. IEEE Geosci. Remote. Sens. Lett. 13 (8) (2016)
Lu Du, Zebin Wu, Yang Xu, Wei Liu, Zhihui Wei
Kernel low-rank representation for hyperspectral image classification. IGARSS (2016)
Yang Xu, Zebin Wu, Zhihui Wei, Hongyi Liu, Xiong Xu
A novel hyperspectral image anomaly detection method based on low rank representation. IGARSS (2015)
Yang Xu, Zebin Wu, Zhihui Wei
Spectral-Spatial Classification of Hyperspectral Image Based on Low-Rank Decomposition. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8 (6) (2015)
Tianming Zhan, Yang Xu, Le Sun, Zebin Wu, Yongzhao Zhan
Hyperspectral image classification using multilayer superpixel graph and loopy belief propagation. IGARSS (2015)
Yang Xu, Zebin Wu, Zhihui Wei
Markov random field with homogeneous areas priors for hyperspectral image classification. IGARSS (2014)