Xiangyong Cao

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 73

Top Topics

Image Denoising

Markov Random Field

Top Venues

IEEE Trans. Geosci. Remote. Sens.

IEEE Trans. Image Process.

Publications

Haodong Wen, Bodong Du, Ruixun Liu, Deyu Meng, Xiangyong Cao
Rethinking the Graph Polynomial Filter via Positive and Negative Coupling Analysis. CoRR (2024)
Kaiyu Li, Jiawei Jiang, Andrea Codegoni, Chengxi Han, Yupeng Deng, Keyan Chen, Zhuo Zheng, Hao Chen, Zhengxia Zou, Zhenwei Shi, Sheng Fang, Deyu Meng, Zhi Wang, Xiangyong Cao
Open-CD: A Comprehensive Toolbox for Change Detection. CoRR (2024)
Kaiyu Li, Xiangyong Cao, Deyu Meng
A New Learning Paradigm for Foundation Model-Based Remote-Sensing Change Detection. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Xiangyu Rui, Xiangyong Cao, Li Pang, Zeyu Zhu, Zongsheng Yue, Deyu Meng
Unsupervised hyperspectral pansharpening via low-rank diffusion model. Inf. Fusion 107 (2024)
Shihong Wang, Ruixun Liu, Kaiyu Li, Jiawei Jiang, Xiangyong Cao
Class Similarity Transition: Decoupling Class Similarities and Imbalance from Generalized Few-shot Segmentation. CoRR (2024)
Xiaodong Tan, Mingwen Shao, Yuanjian Qiao, Tiyao Liu, Xiangyong Cao
Low-Rank Prompt-Guided Transformer for Hyperspectral Image Denoising. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Li Pang, Xiangyu Rui, Long Cui, Hongzhong Wang, Deyu Meng, Xiangyong Cao
HIR-Diff: Unsupervised Hyperspectral Image Restoration Via Improved Diffusion Models. CoRR (2024)
Jiangjun Peng, Hailin Wang, Xiangyong Cao, Xixi Jia, Hongying Zhang, Deyu Meng
Stable Local-Smooth Principal Component Pursuit. SIAM J. Imaging Sci. 17 (2) (2024)
Zina Li, Xiaorui Yang, Deyu Meng, Xiangyong Cao
An Adaptive Noisy Label-Correction Method Based on Selective Loss for Hyperspectral Image-Classification Problem. Remote. Sens. 16 (13) (2024)
Datao Tang, Xiangyong Cao, Xingsong Hou, Zhongyuan Jiang, Deyu Meng
CRS-Diff: Controllable Generative Remote Sensing Foundation Model. CoRR (2024)
Kaiyu Li, Xiangyong Cao, Yupeng Deng, Deyu Meng
DiffMatch: Visual-Language Guidance Makes Better Semi-supervised Change Detector. CoRR (2024)
Shuang Xu, Qiao Ke, Jiangjun Peng, Xiangyong Cao, Zixiang Zhao
Pan-denoising: Guided Hyperspectral Image Denoising via Weighted Represent Coefficient Total Variation. CoRR (2024)
Jiangjun Peng, Hailin Wang, Xiangyong Cao, Qian Zhao, Jing Yao, Hongying Zhang, Deyu Meng
Learnable Representative Coefficient Image Denoiser for Hyperspectral Image. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Xiangyu Rui, Xiangyong Cao, Yining Li, Deyu Meng
Variational Zero-shot Multispectral Pansharpening. CoRR (2024)
Shuang Xu, Chang Yu, Jiangjun Peng, Xiangyong Cao
Haar Nuclear Norms with Applications to Remote Sensing Imagery Restoration. CoRR (2024)
Dongwei Sun, Yajie Bao, Xiangyong Cao
A Lightweight Transformer for Remote Sensing Image Change Captioning. CoRR (2024)
Gang Yang, Xiangyong Cao, Wenzhe Xiao, Man Zhou, Aiping Liu, Xun chen, Deyu Meng
PanFlowNet: A Flow-Based Deep Network for Pan-sharpening. CoRR (2023)
Kai Sun, Jiangshe Zhang, Junmin Liu, Shuang Xu, Xiangyong Cao, Rongrong Fei
Modified Dynamic Routing Convolutional Neural Network for Pan-Sharpening. Remote. Sens. 15 (11) (2023)
Zeyu Zhu, Xiangyong Cao, Man Zhou, Junhao Huang, Deyu Meng
Probability-based Global Cross-modal Upsampling for Pansharpening. CVPR (2023)
Yuntao Shou, Xiangyong Cao, Deyu Meng
Masked Contrastive Graph Representation Learning for Age Estimation. CoRR (2023)
Jie Zhang, Mingwen Shao, Yuanjian Qiao, Xiangyong Cao
Enhancing Efficient Global Understanding Network With CSWin Transformer for Urban Scene Images Segmentation. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16 (2023)
Li Pang, Weizhen Gu, Xiangyong Cao, Xiangyu Rui, Jiangjun Peng, Shuang Xu, Gang Yang, Deyu Meng
HIDFlowNet: A Flow-Based Deep Network for Hyperspectral Image Denoising. CoRR (2023)
Kaiyu Li, Xiangyong Cao, Deyu Meng
A New Learning Paradigm for Foundation Model-based Remote Sensing Change Detection. CoRR (2023)
Gang Yang, Xiangyong Cao, Wenzhe Xiao, Man Zhou, Aiping Liu, Xun Chen, Deyu Meng
PanFlowNet: A Flow-Based Deep Network for Pan-sharpening. ICCV (2023)
Yuntao Shou, Xiangyong Cao, Deyu Meng, Bo Dong, Qinghua Zheng
A Low-rank Matching Attention based Cross-modal Feature Fusion Method for Conversational Emotion Recognition. CoRR (2023)
Yang Chen, Wenfei Cao, Li Pang, Jiangjun Peng, Xiangyong Cao
Hyperspectral Image Denoising Via Texture-Preserved Total Variation Regularizer. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Shuang Xu, Yifan Wang, Zixiang Zhao, Jiangjun Peng, Xiangyong Cao, Deyu Meng
Neural Gradient Regularizer. CoRR (2023)
Man Zhou, Keyu Yan, Jinshan Pan, Wenqi Ren, Qi Xie, Xiangyong Cao
Memory-Augmented Deep Unfolding Network for Guided Image Super-resolution. Int. J. Comput. Vis. 131 (1) (2023)
Hailin Wang, Jiangjun Peng, Xiangyong Cao, Jianjun Wang, Qibin Zhao, Deyu Meng
Hyperspectral Image Denoising via Nonlocal Spectral Sparse Subspace Representation. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16 (2023)
Zeyu Zhu, Xiangyong Cao, Man Zhou, Junhao Huang, Deyu Meng
Probability-based Global Cross-modal Upsampling for Pansharpening. CoRR (2023)
Yingchun Wang, Jingcai Guo, Yi Liu, Song Guo, Weizhan Zhang, Xiangyong Cao, Qinghua Zheng
SFP: Spurious Feature-targeted Pruning for Out-of-Distribution Generalization. CoRR (2023)
Xiangyu Rui, Xiangyong Cao, Jun Shu, Qian Zhao, Deyu Meng
A Hyper-weight Network for Hyperspectral Image Denoising. CoRR (2023)
Xiangyu Rui, Xiangyong Cao, Zeyu Zhu, Zongsheng Yue, Deyu Meng
Unsupervised Pansharpening via Low-rank Diffusion Model. CoRR (2023)
Yifan Wang, Shuang Xu, Xiangyong Cao, Qiao Ke, Teng-Yu Ji, Xiangxiang Zhu
Hyperspectral Denoising Using Asymmetric Noise Modeling Deep Image Prior. Remote. Sens. 15 (8) (2023)
Jing Yao, Xiangyong Cao, Danfeng Hong, Xin Wu, Deyu Meng, Jocelyn Chanussot, Zongben Xu
Semi-Active Convolutional Neural Networks for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Li Pang, Weizhen Gu, Xiangyong Cao
TRQ3DNet: A 3D Quasi-Recurrent and Transformer Based Network for Hyperspectral Image Denoising. Remote. Sens. 14 (18) (2022)
Xiangyong Cao, Yang Chen, Wenfei Cao
Proximal PanNet: A Model-Based Deep Network for Pansharpening. CoRR (2022)
Xiangyong Cao, Yang Chen, Wenfei Cao
Proximal PanNet: A Model-Based Deep Network for Pansharpening. AAAI (2022)
Xueyang Fu, Menglu Wang, Xiangyong Cao, Xinghao Ding, Zheng-Jun Zha
A Model-Driven Deep Unfolding Method for JPEG Artifacts Removal. IEEE Trans. Neural Networks Learn. Syst. 33 (11) (2022)
Jiangjun Peng, Hailin Wang, Xiangyong Cao, Xinlin Liu, Xiangyu Rui, Deyu Meng
Fast Noise Removal in Hyperspectral Images via Representative Coefficient Total Variation. CoRR (2022)
Xiangyong Cao, Xueyang Fu, Danfeng Hong, Zongben Xu, Deyu Meng
PanCSC-Net: A Model-Driven Deep Unfolding Method for Pansharpening. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Jiangjun Peng, Hailin Wang, Xiangyong Cao, Xinling Liu, Xiangyu Rui, Deyu Meng
Fast Noise Removal in Hyperspectral Images via Representative Coefficient Total Variation. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Lin Xu, Xiangyong Cao, Jing Yao, Zheng Yan
Orthogonal Super Greedy Learning for Sparse Feedforward Neural Networks. IEEE Trans. Netw. Sci. Eng. 9 (1) (2022)
Man Zhou, Keyu Yan, Jinshan Pan, Wenqi Ren, Qi Xie, Xiangyong Cao
Memory-augmented Deep Unfolding Network for Guided Image Super-resolution. CoRR (2022)
Yinsong Yan, Junmin Liu, Shuang Xu, Yicheng Wang, Xiangyong Cao
MD³Net: Integrating Model-Driven and Data-Driven Approaches for Pansharpening. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Junmin Liu, Shijie Li, Changsheng Zhou, Xiangyong Cao, Yong Gao, Bo Wang
SRAF-Net: A Scene-Relevant Anchor-Free Object Detection Network in Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Ruihang Xue, Xueru Bai, Xiangyong Cao, Feng Zhou
Sequential ISAR Target Classification Based on Hybrid Transformer. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Shuang Xu, Xiangyong Cao, Jiangjun Peng, Qiao Ke, Cong Ma, Deyu Meng
Hyperspectral Image Denoising by Asymmetric Noise Modeling. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Yang Chen, Wenfei Cao, Li Pang, Xiangyong Cao
Hyperspectral Image Denoising With Weighted Nonlocal Low-Rank Model and Adaptive Total Variation Regularization. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Xiangyong Cao, Xueyang Fu, Chen Xu, Deyu Meng
Deep Spatial-Spectral Global Reasoning Network for Hyperspectral Image Denoising. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Minghan Li, Xiangyong Cao, Qian Zhao, Lei Zhang, Deyu Meng
Online Rain/Snow Removal From Surveillance Videos. IEEE Trans. Image Process. 30 (2021)
Xiangyu Rui, Xiangyong Cao, Qi Xie, Zongsheng Yue, Qian Zhao, Deyu Meng
Learning an Explicit Weighting Scheme for Adapting Complex HSI Noise. CVPR (2021)
Xiangyong Cao, Jing Yao, Xueyang Fu, Haixia Bi, Danfeng Hong
An Enhanced 3-D Discrete Wavelet Transform for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 18 (6) (2021)
Jiacheng Sun, Xiangyong Cao, Hanwen Liang, Weiran Huang, Zewei Chen, Zhenguo Li
New Interpretations of Normalization Methods in Deep Learning. AAAI (2020)
Shiqi Liu, Jingxin Liu, Qian Zhao, Xiangyong Cao, Huibin Li, Deyu Meng, Hongying Meng, Sheng Liu
Discovering influential factors in variational autoencoders. Pattern Recognit. 100 (2020)
Jiacheng Sun, Xiangyong Cao, Hanwen Liang, Weiran Huang, Zewei Chen, Zhenguo Li
New Interpretations of Normalization Methods in Deep Learning. CoRR (2020)
Xueyang Fu, Xiangyong Cao
Underwater image enhancement with global-local networks and compressed-histogram equalization. Signal Process. Image Commun. 86 (2020)
Haixia Bi, Lin Xu, Xiangyong Cao, Yong Xue, Zongben Xu
Polarimetric SAR Image Semantic Segmentation With 3D Discrete Wavelet Transform and Markov Random Field. IEEE Trans. Image Process. 29 (2020)
Xiangyong Cao, Jing Yao, Zongben Xu, Deyu Meng
Hyperspectral Image Classification With Convolutional Neural Network and Active Learning. IEEE Trans. Geosci. Remote. Sens. 58 (7) (2020)
Haixia Bi, Lin Xu, Xiangyong Cao, Yong Xue, Zongben Xu
Polarimetric SAR Image Semantic Segmentation with 3D Discrete Wavelet Transform and Markov Random Field. CoRR (2020)
Minghan Li, Xiangyong Cao, Qian Zhao, Lei Zhang, Chenqiang Gao, Deyu Meng
Video Rain/Snow Removal by Transformed Online Multiscale Convolutional Sparse Coding. CoRR (2019)
Xiangyong Cao, Zongben Xu, Deyu Meng
Spectral-Spatial Hyperspectral Image Classification via Robust Low-Rank Feature Extraction and Markov Random Field. Remote. Sens. 11 (13) (2019)
Shiqi Liu, Jingxin Liu, Qian Zhao, Xiangyong Cao, Huibin Li, Hongying Meng, Sheng Liu, Deyu Meng
Discovering Influential Factors in Variational Autoencoder. CoRR (2018)
Yang Chen, Xiangyong Cao, Qian Zhao, Deyu Meng, Zongben Xu
Denoising Hyperspectral Image With Non-i.i.d. Noise Structure. IEEE Trans. Cybern. 48 (3) (2018)
Jing Yao, Xiangyong Cao, Qian Zhao, Deyu Meng, Zongben Xu
Robust subspace clustering via penalized mixture of Gaussians. Neurocomputing 278 (2018)
Xiangyong Cao, Feng Zhou, Lin Xu, Deyu Meng, Zongben Xu, John W. Paisley
Hyperspectral Image Classification With Markov Random Fields and a Convolutional Neural Network. IEEE Trans. Image Process. 27 (5) (2018)
Yang Chen, Xiangyong Cao, Qian Zhao, Deyu Meng, Zongben Xu
Denoising Hyperspectral Image with Non-i.i.d. Noise Structure. CoRR (2017)
Xiangyong Cao, Feng Zhou, Lin Xu, Deyu Meng, Zongben Xu, John W. Paisley
Hyperspectral Image Segmentation with Markov Random Fields and a Convolutional Neural Network. CoRR (2017)
Haixia Bi, Lin Xu, Xiangyong Cao, Zongben Xu
Polsar image classification based on three-dimensional wavelet texture features and Markov random field. IGARSS (2017)
Xiangyong Cao, Lin Xu, Deyu Meng, Qian Zhao, Zongben Xu
Integration of 3-dimensional discrete wavelet transform and Markov random field for hyperspectral image classification. Neurocomputing 226 (2017)
Xiangyong Cao, Qian Zhao, Deyu Meng, Yang Chen, Zongben Xu
Low-rank Matrix Factorization under General Mixture Noise Distributions. CoRR (2016)
Xiangyong Cao, Qian Zhao, Deyu Meng, Yang Chen, Zongben Xu
Robust Low-Rank Matrix Factorization Under General Mixture Noise Distributions. IEEE Trans. Image Process. 25 (10) (2016)
Xiangyong Cao, Yang Chen, Qian Zhao, Deyu Meng, Yao Wang, Dong Wang, Zongben Xu
Low-Rank Matrix Factorization under General Mixture Noise Distributions. ICCV (2015)