Xiang-Chu Feng

Most-cited papers

Weighted Nuclear Norm Minimization and Its Applications to Low Level Vision
Shu-Hang Gu, Qi Xie, De-Yu Meng, W. Zuo +2 more
2016International Journal of Computer Vision792 citations Open access
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Patch Group Based Nonlocal Self-Similarity Prior Learning for Image Denoising
Jun Xu, Lei Zhang, W. Zuo, David Zhang +1 more
2015IEEE International Conference on Computer Vision387 citations
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Convolutional Sparse Coding for Image Super-Resolution
Shu-Hang Gu, W. Zuo, Qi Xie, De-Yu Meng +2 more
2015IEEE International Conference on Computer Vision350 citations
Semantic Scholar
Multi-channel Weighted Nuclear Norm Minimization for Real Color Image Denoising
Jun Xu, Lei Zhang, David Zhang, Xiang-Chu Feng
2017IEEE International Conference on Computer Vision313 citations Open access
Semantic Scholar
A Probabilistic Collaborative Representation Based Approach for Pattern Classification
Sijia Cai, Lei Zhang, W. Zuo, Xiang-Chu Feng
2016Computer Vision and Pattern Recognition289 citations Open access
Semantic Scholar
FOCNet: A Fractional Optimal Control Network for Image Denoising
Xixi Jia, Sanyang Liu, Xiang-Chu Feng, Lei Zhang
2019Computer Vision and Pattern Recognition146 citations
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Cross-Domain Visual Matching via Generalized Similarity Measure and Feature Learning
Liang Lin, Guang-Run Wang, W. Zuo, Xiang-Chu Feng +1 more
2016IEEE Transactions on Pattern Analysis and Machine Intelligence143 citations Open access
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Deep RED Unfolding Network for Image Restoration
Shengjiang Kong, Weiwei Wang, Xiang-Chu Feng, Xixi Jia
2021IEEE Transactions on Image Processing40 citations
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Image Denoising Using Generalized Anisotropic Diffusion
Jian Bai, Xiang-Chu Feng
2018Journal of Mathematical Imaging and Vision38 citations
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LST-Net: Learning a Convolutional Neural Network with a Learnable Sparse Transform
Lida Li, Kun Wang, Shuai Li, Xiang-Chu Feng +1 more
2020European Conference on Computer Vision32 citations
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A further study on the inequality constraints in stochastic configuration networks
Xiaolong Zhu, Xiang-Chu Feng, Weiwei Wang, Xixi Jia +1 more
2019Information Sciences31 citations
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Rank constrained nuclear norm minimization with application to image denoising
Xixi Jia, Xiang-Chu Feng, Weiwei Wang
2016Signal Processing31 citations
Semantic Scholar
Weight Decay With Tailored Adam on Scale-Invariant Weights for Better Generalization
Xixi Jia, Xiang-Chu Feng, Hongwei Yong, De-Yu Meng
2022IEEE Transactions on Neural Networks and Learning Systems27 citations
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Discriminative and coherent subspace clustering
Hua-Zhu Chen, Weiwei Wang, Xiang-Chu Feng, Rui-Qiang He
2018Neurocomputing26 citations
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Deep parametric Retinex decomposition model for low-light image enhancement
Xiao-Fang Li, Weiwei Wang, Xiang-Chu Feng, Min Li
2024Computer Vision and Image Understanding25 citations
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A multiscale image segmentation method
Yafeng Li, Xiang-Chu Feng
2016Pattern Recognition25 citations
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Global sparse gradient guided variational Retinex model for image enhancement
Rui Zhang, Xiang-Chu Feng, Lixia Yang, Lihong Chang +1 more
2017Signal processing. Image communication24 citations
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Dual non-autonomous deep convolutional neural network for image denoising
Xixi Jia, Xiang-Chu Feng, Sanyang Liu
2021Information Sciences23 citations
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Image decomposition and staircase effect reduction based on total generalized variation
Jian-Lou Xu, Xiang-Chu Feng, Yan Hao, Yu Han
201423 citations Open access
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Anisotropic Diffusion Based Multiplicative Speckle Noise Removal
Mei Gao, Baosheng Kang, Xiang-Chu Feng, Wei Zhang +1 more
2019Italian National Conference on Sensors22 citations Open access
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CT and MRI image fusion based on multiscale decomposition method and hybrid approach
Lihong Chang, Xiang-Chu Feng, Xiaolong Zhu, Rui Zhang +2 more
2019IET Image Processing22 citations
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Structured Sparse Subspace Clustering with Within-Cluster Grouping
Hua-Zhu Chen, Weiwei Wang, Xiang-Chu Feng
2018Pattern Recognition22 citations
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Adaptive regularizer learning for low rank approximation with application to image denoising
Xixi Jia, Xiang-Chu Feng, Weiwei Wang
2016International Conference on Information Photonics22 citations
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Image decomposition and denoising using fractional-order partial differential equations
Jian Bai, Xiang-Chu Feng
2020IET Image Processing19 citations Open access
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A new variational method for selective segmentation of medical images
Wen-Xi Zhao, Weiwei Wang, Xiang-Chu Feng, Yu Han
2022Signal Processing18 citations
Semantic Scholar
Unified Discriminative and Coherent Semi-Supervised Subspace Clustering
Weiwei Wang, Chun-Yu Yang, Hua-Zhu Chen, Xiang-Chu Feng
2018IEEE Transactions on Image Processing18 citations
Semantic Scholar
Speckle Noise Reduction via Nonconvex High Total Variation Approach
Yu-Lian Wu, Xiang-Chu Feng
201517 citations Open access
Semantic Scholar
Bayesian inference for adaptive low rank and sparse matrix estimation
Xixi Jia, Xiang-Chu Feng, Weiwei Wang, Chen Xu +1 more
2018Neurocomputing15 citations Open access
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Salient edge and region aware image retargeting
Weiwei Wang, Dong Zhai, Tao Li, Xiang-Chu Feng
2014Signal processing. Image communication14 citations
Semantic Scholar
Joint image restoration and edge detection in cooperative game formulation
Chun-Yu Yang, Weiwei Wang, Xiang-Chu Feng
2021Signal Processing13 citations
Semantic Scholar
The Multi-Focus-Image-Fusion Method Based on Convolutional Neural Network and Sparse Representation
Bingzhe Wei, Xiang-Chu Feng, Kun Wang, Bian Gao
2021Entropy13 citations Open access
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Online Schatten quasi-norm minimization for robust principal component analysis
Xixi Jia, Xiang-Chu Feng, Weiwei Wang, Hua Huang +1 more
2019Information Sciences13 citations
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An extended variational image decomposition model for color image enhancement
Xixi Jia, Xiang-Chu Feng, Weiwei Wang, Lei Zhang
2018Neurocomputing13 citations
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PDNet: Progressive denoising network via stochastic supervision on reaction-diffusion-advection equation
Xixi Jia, Deyu Meng, Xuan-De Zhang, Xiang-Chu Feng
2022Information Sciences11 citations
Semantic Scholar
Models for Multiplicative Noise Removal
Xiang-Chu Feng, Xiaolong Zhu
202111 citations
Semantic Scholar
Group discriminative least square regression for multicategory classification
Chun-Yu Yang, Weiwei Wang, Xiang-Chu Feng, Rui-Qiang He
2020Neurocomputing11 citations
Semantic Scholar
Generalized Unitarily Invariant Gauge Regularization for Fast Low-Rank Matrix Recovery
Xixi Jia, Xiang-Chu Feng, Weiwei Wang, Lei Zhang
2020IEEE Transactions on Neural Networks and Learning Systems11 citations
Semantic Scholar
Weighted-l1-method-noise regularization for image deblurring
Chun-Yu Yang, Weiwei Wang, Xiang-Chu Feng, Xin Liu
2019Signal Processing11 citations
Semantic Scholar
A fusion estimation method based on fractional Fourier transform
Lihong Chang, Xiang-Chu Feng, Xiaoping Li, Rui Zhang
2016Digit. Signal Process.11 citations
Semantic Scholar
Structured Sparse Subspace Clustering with Grouping-Effect-Within-Cluster
Xiang-Chu Feng
201810 citations
Semantic Scholar
Image decomposition fusion method based on sparse representation and neural network.
Lihong Chang, Xiang-Chu Feng, Rui Zhang, Hua Huang +2 more
2017Applied Optics10 citations
Semantic Scholar
Image denoising using local adaptive layered Wiener filter in the gradient domain
Xiao-Bo Zhang, Xiang-Chu Feng
2015Multimedia tools and applications10 citations
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Game theory based Bi-domanial deep subspace clustering
Tingting Qi, Xiang-Chu Feng, Weiwei Wang, Xiao-Fang Li
2022Information Sciences9 citations
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Weighted Nuclear Norms of Transformed Tensors for Nonlocal Hyperspectral Image Denoising
Rui Zhang, Lixia Yang, Guojun Liu, Xiang-Chu Feng
2022IEEE Geoscience and Remote Sensing Letters9 citations
Semantic Scholar
Bregman-Proximal Augmented Lagrangian Approach to Multiphase Image Segmentation
Jing Yuan, Ke Yin, Yi-Guang Bai, Xiang-Chu Feng +1 more
2017Scale Space and Variational Methods in Computer Vision9 citations
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Learning Deep Dictionary for Hyperspectral Image Denoising
Lei-Gang Huo, Xiang-Chu Feng, Chunlei Huo, Chun-Hong Pan
2015IEICE Trans. Inf. Syst.9 citations Open access
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Root-transformation based multiplicative denoising model and its statistical analysis
Chen-Ping Zhao, Xiang-Chu Feng, Xixi Jia, Rui-Qiang He +1 more
2018Neurocomputing8 citations
Semantic Scholar
Domain-Aware Adaptive Logarithmic Transformation
X. Fang, Xiang-Chu Feng
2023Electronics7 citations Open access
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Hybrid Probabilistic Sparse Coding With Spatial Neighbor Tensor for Hyperspectral Imagery Classification
Lixia Yang, Min Wang, Shu-Yuan Yang, Hui Zhao +2 more
2018IEEE Transactions on Geoscience and Remote Sensing7 citations
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Subspace Segmentation by Correlation Adaptive Regression
Weiwei Wang, Binbin Zhang, Xiang-Chu Feng
2018IEEE transactions on circuits and systems for video technology (Print)7 citations
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