Jiangjun Peng

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 25

Top Topics

Tensor Decomposition

Compressed Sensing

Total Variation

Top Venues

IEEE Trans. Geosci. Remote. Sens.

IEEE Trans. Pattern Anal. Mach. Intell.

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

Publications

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)
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)
Shuang Xu, Chang Yu, Jiangjun Peng, Xiangyong Cao
Haar Nuclear Norms with Applications to Remote Sensing Imagery Restoration. CoRR (2024)
Jiangjun Peng, Yao Wang, Hongying Zhang, Jianjun Wang, Deyu Meng
Exact Decomposition of Joint Low Rankness and Local Smoothness Plus Sparse Matrices. IEEE Trans. Pattern Anal. Mach. Intell. 45 (5) (2023)
Hailin Wang, Jiangjun Peng, Wenjin Qin, Jianjun Wang, Deyu Meng
Guaranteed Tensor Recovery Fused Low-rankness and Smoothness. IEEE Trans. Pattern Anal. Mach. Intell. 45 (9) (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)
Xinling Liu, Jingyao Hou, Jiangjun Peng, Hailin Wang, Deyu Meng, Jianjun Wang
Tensor Compressive Sensing Fused Low-Rankness and Local-Smoothness. AAAI (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)
Xixi Jia, Hailin Wang, Jiangjun Peng, Xiangchu Feng, Deyu Meng
Preconditioning Matters: Fast Global Convergence of Non-convex Matrix Factorization via Scaled Gradient Descent. NeurIPS (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)
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)
Hailin Wang, Jiangjun Peng, Wenjin Qin, Jianjun Wang, Deyu Meng
Guaranteed Tensor Recovery Fused Low-rankness and Smoothness. CoRR (2023)
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)
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)
Jiangjun Peng, Yao Wang, Hongying Zhang, Jianjun Wang, Deyu Meng
Exact Decomposition of Joint Low Rankness and Local Smoothness Plus Sparse Matrices. CoRR (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)
Yuanke Zhang, Jiangjun Peng, Dong Zeng, Qi Xie, Sui Li, Zhaoying Bian, Yongbo Wang, Yong Zhang, Qian Zhao, Hao Zhang, Zhengrong Liang, Hongbing Lu, Deyu Meng, Jianhua Ma
Contrast-Medium Anisotropy-Aware Tensor Total Variation Model for Robust Cerebral Perfusion CT Reconstruction With Low-Dose Scans. IEEE Trans. Computational Imaging 6 (2020)
Jiangjun Peng, Qi Xie, Qian Zhao, Yao Wang, Yee Leung, Deyu Meng
Enhanced 3DTV Regularization and Its Applications on HSI Denoising and Compressed Sensing. IEEE Trans. Image Process. 29 (2020)
Hongjian Li, Jiangjun Peng, Pavel Sidorov, Yee Leung, Kwong-Sak Leung, Man Hon Wong, Gang Lu, Pedro J. Ballester
Classical scoring functions for docking are unable to exploit large volumes of structural and interaction data. Bioinform. 35 (20) (2019)
Sui Li, Dong Zeng, Jiangjun Peng, Zhaoying Bian, Hao Zhang, Qi Xie, Yongbo Wang, Yuting Liao, Shanli Zhang, Jing Huang, Deyu Meng, Zongben Xu, Jianhua Ma
An Efficient Iterative Cerebral Perfusion CT Reconstruction via Low-Rank Tensor Decomposition With Spatial-Temporal Total Variation Regularization. IEEE Trans. Medical Imaging 38 (2) (2019)
Yao Wang, Jiangjun Peng, Qian Zhao, Yee Leung, Xi-Le Zhao, Deyu Meng
Hyperspectral Image Restoration Via Total Variation Regularized Low-Rank Tensor Decomposition. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11 (4) (2018)
Jiangjun Peng, Qi Xie, Qian Zhao, Yao Wang, Deyu Meng, Yee Leung
Enhanced 3DTV Regularization and Its Applications on Hyper-spectral Image Denoising and Compressed Sensing. CoRR (2018)
Yao Wang, Jiangjun Peng, Qian Zhao, Deyu Meng, Yee Leung, Xi-Le Zhao
Hyperspectral Image Restoration via Total Variation Regularized Low-rank Tensor Decomposition. CoRR (2017)