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Jiangjun Peng
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2020 – today
- 2024
- [j14]Jiangjun Peng
, Hailin Wang
, Xiangyong Cao, Xixi Jia, Hongying Zhang, Deyu Meng
:
Stable Local-Smooth Principal Component Pursuit. SIAM J. Imaging Sci. 17(2): 1182-1205 (2024) - [j13]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: 1-16 (2024) - 2023
- [j12]Jiangjun Peng, Yao Wang, Hong-Ying 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): 5766-5781 (2023) - [j11]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): 10990-11007 (2023) - [j10]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: 5189-5203 (2023) - [j9]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: 1-14 (2023) - [j8]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: 1-16 (2023) - [c2]Xinling Liu, Jingyao Hou, Jiangjun Peng
, Hailin Wang, Deyu Meng, Jianjun Wang:
Tensor Compressive Sensing Fused Low-Rankness and Local-Smoothness. AAAI 2023: 8879-8887 - [c1]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 - [i7]Hailin Wang, Jiangjun Peng, Wenjin Qin, Jianjun Wang, Deyu Meng:
Guaranteed Tensor Recovery Fused Low-rankness and Smoothness. CoRR abs/2302.02155 (2023) - [i6]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 abs/2306.17797 (2023) - [i5]Shuang Xu, Yifan Wang, Zixiang Zhao, Jiangjun Peng, Xiangyong Cao, Deyu Meng:
Neural Gradient Regularizer. CoRR abs/2308.16612 (2023) - 2022
- [j7]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: 1-17 (2022) - [j6]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: 1-14 (2022) - [i4]Jiangjun Peng, Yao Wang, Hongying Zhang, Jianjun Wang, Deyu Meng:
Exact Decomposition of Joint Low Rankness and Local Smoothness Plus Sparse Matrices. CoRR abs/2201.12592 (2022) - [i3]Jiangjun Peng, Hailin Wang, Xiangyong Cao, Xinlin Liu, Xiangyu Rui, Deyu Meng:
Fast Noise Removal in Hyperspectral Images via Representative Coefficient Total Variation. CoRR abs/2211.01825 (2022) - 2020
- [j5]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: 1375-1388 (2020) - [j4]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: 7889-7903 (2020)
2010 – 2019
- 2019
- [j3]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): 3989-3995 (2019) - [j2]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): 360-370 (2019) - 2018
- [j1]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): 1227-1243 (2018) - [i2]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 abs/1809.06591 (2018) - 2017
- [i1]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 abs/1707.02477 (2017)
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