Xiangchu Feng

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 68

Top Topics

Subspace Clustering

Image Restoration

Top Venues

Signal Process.

Publications

Tingting Qi, Xiangchu Feng, Bian Gao, Kun Wang
An end-to-end Graph Convolutional Network for Semi-supervised Subspace Clustering via label self-expressiveness. Knowl. Based Syst. 286 (2024)
Tingting Qi, Xiangchu Feng, Weiwei Wang
A game model for semi-supervised subspace clustering with dynamic affinity and label learning. Signal Process. 220 (2024)
Kun Wang, Xiangchu Feng, Xixi Jia, Tingting Qi
A variable parameter variational model with application to real image denoising. Signal Process. 224 (2024)
Xiaofang Li, Weiwei Wang, Xiangchu Feng, Min Li
Deep parametric Retinex decomposition model for low-light image enhancement. Comput. Vis. Image Underst. 241 (2024)
Xixi Jia, Xiangchu Feng, Hongwei Yong, Deyu Meng
Weight Decay With Tailored Adam on Scale-Invariant Weights for Better Generalization. IEEE Trans. Neural Networks Learn. Syst. 35 (5) (2024)
Wenhao Wu, Weiwei Wang, Xixi Jia, Xiangchu Feng
Transformer Autoencoder for K-means Efficient clustering. Eng. Appl. Artif. Intell. 133 (2024)
Xiaoxiao Tan, Xiangchu Feng
Fractional Order Image Registration Model Based on Infimal Convolution. ICCPR (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)
Xiaofang Li, Weiwei Wang, Xiangchu Feng, Tingting Qi
Cartoon-Texture decomposition with patch-wise decorrelation. J. Vis. Commun. Image Represent. 90 (2023)
Rui Zhang, Lixia Yang, Guojun Liu, Xiangchu Feng
Weighted Nuclear Norms of Transformed Tensors for Nonlocal Hyperspectral Image Denoising. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Chunyu Yang, Weiwei Wang, Xiangchu Feng
Joint image restoration and edge detection in cooperative game formulation. Signal Process. 191 (2022)
Tingting Qi, Xiangchu Feng, Weiwei Wang, Xiaofang Li
Game theory based Bi-domanial deep subspace clustering. Inf. Sci. 617 (2022)
Shengjiang Kong, Weiwei Wang, Xiangchu Feng, Xixi Jia
Deep RED Unfolding Network for Image Restoration. IEEE Trans. Image Process. 31 (2022)
Xiaoyan Li, Lixia Cao, Tonghui Wang, Xiangchu Feng
Base on the Public Scientific Quality Improvement Research on Risk Early Warning of Online Shopping. Wirel. Pers. Commun. 126 (1) (2022)
Lida Li, Shuai Li, Kun Wang, Xiangchu Feng, Lei Zhang
Towards Robust 2D Convolution for Reliable Visual Recognition. CoRR (2022)
Wenxiu Zhao, Weiwei Wang, Xiangchu Feng, Yu Han
A new variational method for selective segmentation of medical images. Signal Process. 190 (2022)
Xixi Jia, Deyu Meng, Xuande Zhang, Xiangchu Feng
PDNet: Progressive denoising network via stochastic supervision on reaction-diffusion-advection equation. Inf. Sci. 610 (2022)
Wenjuan Zhang, Xiangchu Feng, Feng Xiao, Xudong Wang
A class of bilinear matrix constraint optimization problem and its applications. Knowl. Based Syst. 231 (2021)
Bingzhe Wei, Xiangchu Feng, Weiwei Wang
3M: A Multi-Scale and Multi-Directional Method for Multi-Focus Image Fusion. IEEE Access 9 (2021)
Xixi Jia, Xiangchu Feng, Weiwei Wang, Lei Zhang
Generalized Unitarily Invariant Gauge Regularization for Fast Low-Rank Matrix Recovery. IEEE Trans. Neural Networks Learn. Syst. 32 (4) (2021)
Xixi Jia, Xiangchu Feng, Sanyang Liu
Dual non-autonomous deep convolutional neural network for image denoising. Inf. Sci. 572 (2021)
Bingzhe Wei, Xiangchu Feng, Kun Wang, Bian Gao
The Multi-Focus-Image-Fusion Method Based on Convolutional Neural Network and Sparse Representation. Entropy 23 (7) (2021)
Wenjuan Zhang, Xiangchu Feng, Yunmei Chen
A Manifold Laplacian Regularized Semi-Supervised Sparse Image Classification Method With a Variant Trace Lasso Norm. IEEE Access 8 (2020)
Lida Li, Kun Wang, Shuai Li, Xiangchu Feng, Lei Zhang
LST-Net: Learning a Convolutional Neural Network with a Learnable Sparse Transform. ECCV (10) (2020)
Bingzhe Wei, Xiangchu Feng, Kun Wang, Bing Gao
The multi-focus image fusion method based on CNN and SR. ACAI (2020)
Chunyu Yang, Weiwei Wang, Xiangchu Feng, Ruiqiang He
Group discriminative least square regression for multicategory classification. Neurocomputing 407 (2020)
Chunyu Yang, Weiwei Wang, Xiangchu Feng, Shuisheng Zhou
Classification-Friendly Sparse Encoder and Classifier Learning. IEEE Access 8 (2020)
Mei Gao, Baosheng Kang, Xiangchu Feng, Lixia Cao, Wenjuan Zhang
Low Dimensional Manifold Regularization Based Blind Image Inpainting and Non-Uniform Impulse Noise Recovery. IEEE Access 8 (2020)
Ruiqiang He, Xiangchu Feng, Weiwei Wang, Xiaolong Zhu, Chunyu Yang
W-LDMM: A Wasserstein driven low-dimensional manifold model for noisy image restoration. Neurocomputing 371 (2020)
Qian Wang, Weiwei Wang, Xiangchu Feng
Subspace Clustering by Relaxed Block Diagonal Representation. ISICDM (2019)
Chunyu Yang, Weiwei Wang, Xiangchu Feng, Xin Liu
-method-noise regularization for image deblurring. Signal Process. 157 (2019)
Xixi Jia, Sanyang Liu, Xiangchu Feng, Lei Zhang
FOCNet: A Fractional Optimal Control Network for Image Denoising. CVPR (2019)
Lihong Chang, Xiangchu Feng, Xiaolong Zhu, Rui Zhang, Ruiqiang He, Chen Xu
CT and MRI image fusion based on multiscale decomposition method and hybrid approach. IET Image Process. 13 (1) (2019)
Chunyu Yang, Weiwei Wang, Xiangchu Feng
Group Discriminative Least Square Regression. ISICDM (2019)
Mei Gao, Baosheng Kang, Xiangchu Feng, Wei Zhang, Wenjuan Zhang
Anisotropic Diffusion Based Multiplicative Speckle Noise Removal. Sensors 19 (14) (2019)
Rui Zhang, Xiangchu Feng, Lixia Yang, Lihong Chang, Xiaolong Zhu
A global sparse gradient based coupled system for image denoising. Comput. Math. Appl. 78 (11) (2019)
Yafeng Li, Qijun Zhao, Xiangchu Feng, Weiwei Wang, Renrui Zhang, An Yan
A variational image segmentation method exploring both intensity means and texture patterns. Signal Process. Image Commun. 76 (2019)
Xixi Jia, Xiangchu Feng, Weiwei Wang, Hua Huang, Chen Xu
Online Schatten quasi-norm minimization for robust principal component analysis. Inf. Sci. 476 (2019)
Xiaolong Zhu, Xiangchu Feng, Weiwei Wang, Xixi Jia, Ruiqiang He
A further study on the inequality constraints in stochastic configuration networks. Inf. Sci. 487 (2019)
Bingzhe Wei, Xiangchu Feng, Weiwei Wang, Ruiqiang He
Combination of FFST and SR: A New Multi-Focus Image Fusion Strategy. ICCPR (2019)
Lixia Yang, Min Wang, Shuyuan Yang, Hui Zhao, Licheng Jiao, Xiangchu Feng
Hybrid Probabilistic Sparse Coding With Spatial Neighbor Tensor for Hyperspectral Imagery Classification. IEEE Trans. Geosci. Remote. Sens. 56 (5) (2018)
Xiangchu Feng, Shuai Ma, Bingzhe Wei
Single Image Dehazing Method Based on Cartoon-Texture Decomposition. CSAE (2018)
Chen-ping Zhao, Xiangchu Feng, Xixi Jia, Ruiqiang He, Chen Xu
Root-transformation based multiplicative denoising model and its statistical analysis. Neurocomputing 275 (2018)
Huazhu Chen, Weiwei Wang, Xiangchu Feng, Ruiqiang He
Discriminative and coherent subspace clustering. Neurocomputing 284 (2018)
Weiwei Wang, Binbin Zhang, Xiangchu Feng
Subspace Segmentation by Correlation Adaptive Regression. IEEE Trans. Circuits Syst. Video Technol. 28 (10) (2018)
Xixi Jia, Xiangchu Feng, Weiwei Wang, Chen Xu, Lei Zhang
Bayesian inference for adaptive low rank and sparse matrix estimation. Neurocomputing 291 (2018)
Xiaolong Zhu, Xiangchu Feng, Weiwei Wang, Xixi Jia, Rui Zhang, Ruiqiang He, Chen Xu
HCLR: A hybrid clustering and low-rank regularization-based method for photon-limited image restoration. J. Vis. Commun. Image Represent. 57 (2018)
Xixi Jia, Xiangchu Feng, Weiwei Wang, Lei Zhang
An extended variational image decomposition model for color image enhancement. Neurocomputing 322 (2018)
Huazhu Chen, Weiwei Wang, Xiangchu Feng
Structured Sparse Subspace Clustering with Within-Cluster Grouping. Pattern Recognit. 83 (2018)
Weiwei Wang, Chunyu Yang, Huazhu Chen, Xiangchu Feng
Unified Discriminative and Coherent Semi-Supervised Subspace Clustering. IEEE Trans. Image Process. 27 (5) (2018)
Jun Xu, Lei Zhang, David Zhang, Xiangchu Feng
Multi-channel Weighted Nuclear Norm Minimization for Real Color Image Denoising. ICCV (2017)
Shuhang Gu, Qi Xie, Deyu Meng, Wangmeng Zuo, Xiangchu Feng, Lei Zhang
Weighted Nuclear Norm Minimization and Its Applications to Low Level Vision. Int. J. Comput. Vis. 121 (2) (2017)
Rui Zhang, Xiangchu Feng, Lixia Yang, Lihong Chang, Chen Xu
Global sparse gradient guided variational Retinex model for image enhancement. Signal Process. Image Commun. 58 (2017)
Liang Lin, Guangrun Wang, Wangmeng Zuo, Xiangchu Feng, Lei Zhang
Cross-Domain Visual Matching via Generalized Similarity Measure and Feature Learning. IEEE Trans. Pattern Anal. Mach. Intell. 39 (6) (2017)
Jun Xu, Lei Zhang, David Zhang, Xiangchu Feng
Multi-channel Weighted Nuclear Norm Minimization for Real Color Image Denoising. CoRR (2017)
Xixi Jia, Xiangchu Feng, Weiwei Wang
Rank constrained nuclear norm minimization with application to image denoising. Signal Process. 129 (2016)
Lihong Chang, Xiangchu Feng, Xiaoping Li, Rui Zhang
A fusion estimation method based on fractional Fourier transform. Digit. Signal Process. 59 (2016)
Xixi Jia, Xiangchu Feng, Weiwei Wang
Adaptive regularizer learning for low rank approximation with application to image denoising. ICIP (2016)
Sijia Cai, Lei Zhang, Wangmeng Zuo, Xiangchu Feng
A Probabilistic Collaborative Representation Based Approach for Pattern Classification. CVPR (2016)
Yafeng Li, Xiangchu Feng
A multiscale image segmentation method. Pattern Recognit. 52 (2016)
Liang Lin, Guangrun Wang, Wangmeng Zuo, Xiangchu Feng, Lei Zhang
Cross-Domain Visual Matching via Generalized Similarity Measure and Feature Learning. CoRR (2016)
Xiaoping Li, Weiwei Wang, Xiangchu Feng, Xiaoyan Liu, Liang Luo
Image denoising via bidirectional low rank representation with cluster adaptive dictionary. IET Image Process. 10 (12) (2016)
Pengfei Zhu, Lei Zhang, Wangmeng Zuo, Xiangchu Feng, Qinghua Hu
A Self-Representation Induced Classifier. IJCAI (2016)
Xiangchu Feng, Liang Luo, Xixi Jia, Weiwei Wang
A divide-and-conquer stochastic alterable direction image denoising method. Signal Process. 108 (2015)
Jun Xu, Lei Zhang, Wangmeng Zuo, David Zhang, Xiangchu Feng
Patch Group Based Nonlocal Self-Similarity Prior Learning for Image Denoising. ICCV (2015)
Leigang Huo, Xiangchu Feng, Chunlei Huo, Chunhong Pan
Learning Deep Dictionary for Hyperspectral Image Denoising. IEICE Trans. Inf. Syst. (7) (2015)
Shuhang Gu, Wangmeng Zuo, Qi Xie, Deyu Meng, Xiangchu Feng, Lei Zhang
Convolutional Sparse Coding for Image Super-Resolution. ICCV (2015)
Xiaobo Zhang, Xiangchu Feng
Image denoising using local adaptive layered Wiener filter in the gradient domain. Multim. Tools Appl. 74 (23) (2015)
Shuhang Gu, Lei Zhang, Wangmeng Zuo, Xiangchu Feng
Projective dictionary pair learning for pattern classification. NIPS (2014)
Yu Han, Chen Xu, George Baciu, Xiangchu Feng
Multiplicative noise removal combining a total variation regularizer and a nonconvex regularizer. Int. J. Comput. Math. 91 (10) (2014)
Qi Xie, Deyu Meng, Shuhang Gu, Lei Zhang, Wangmeng Zuo, Xiangchu Feng, Zongben Xu
On the Optimal Solution of Weighted Nuclear Norm Minimization. CoRR (2014)
Tao Li, Weiwei Wang, Long Xu, Xiangchu Feng
Image Denoising Using Low-Rank Dictionary and Sparse Representation. CIS (2014)
Weiwei Wang, Dong Zhai, Tao Li, Xiangchu Feng
Salient edge and region aware image retargeting. Signal Process. Image Commun. 29 (10) (2014)
Leigang Huo, Xiangchu Feng, Chunlei Huo, Zhixin Zhou, Chunhong Pan
Change Field: A New Change Measure for VHR Images. IEEE Geosci. Remote. Sens. Lett. 11 (10) (2014)
Shuhang Gu, Lei Zhang, Wangmeng Zuo, Xiangchu Feng
Weighted Nuclear Norm Minimization with Application to Image Denoising. CVPR (2014)
Meng Yang, Lei Zhang, Xiangchu Feng, David Zhang
Sparse Representation Based Fisher Discrimination Dictionary Learning for Image Classification. Int. J. Comput. Vis. 109 (3) (2014)
Jianlou Xu, Xiangchu Feng, Yan Hao
A coupled variational model for image denoising using a duality strategy and split Bregman. Multidimens. Syst. Signal Process. 25 (1) (2014)
Sijia Cai, Wangmeng Zuo, Lei Zhang, Xiangchu Feng, Ping Wang
Support Vector Guided Dictionary Learning. ECCV (4) (2014)
Wufeng Xue, Xuanqin Mou, Lei Zhang, Alan C. Bovik, Xiangchu Feng
Blind Image Quality Assessment Using Joint Statistics of Gradient Magnitude and Laplacian Features. IEEE Trans. Image Process. 23 (11) (2014)
Jianlou Xu, Xiangchu Feng, Yan Hao, Yu Han
Adaptive variational models for image decomposition. Sci. China Inf. Sci. 57 (2) (2014)
Wen-Juan Zhang, Xiangchu Feng, Yu Han
A novel image segmentation model with an edge weighting function. Signal Image Video Process. 8 (1) (2014)
Wufeng Xue, Xuanqin Mou, Lei Zhang, Xiangchu Feng
Perceptual Fidelity Aware Mean Squared Error. ICCV (2013)
Yafeng Li, Xiangchu Feng
Coupled dictionary learning method for image decomposition. Sci. China Inf. Sci. 56 (3) (2013)
Xu-Dong Wang, Xiangchu Feng, Weiwei Wang, Wen-Juan Zhang
Iterative reweighted total generalized variation based Poisson noise removal model. Appl. Math. Comput. 223 (2013)
Wangmeng Zuo, Deyu Meng, Lei Zhang, Xiangchu Feng, David Zhang
A Generalized Iterated Shrinkage Algorithm for Non-convex Sparse Coding. ICCV (2013)
Leigang Huo, Xiangchu Feng, Chunhong Pan, Shiming Xiang, Chunlei Huo
Learning smooth dictionary for image denoising. ICNC (2013)
Yafeng Li, Xiangchu Feng
Image decomposition via learning the morphological diversity. Pattern Recognit. Lett. 33 (2) (2012)
Lei Zhang, Meng Yang, Xiangchu Feng, Yi Ma, David Zhang
Collaborative Representation based Classification for Face Recognition CoRR (2012)
Meng Yang, Lei Zhang, Xiangchu Feng, David Zhang
Fisher Discrimination Dictionary Learning for sparse representation. ICCV (2011)
Lei Zhang, Meng Yang, Xiangchu Feng
Sparse representation or collaborative representation: Which helps face recognition? ICCV (2011)
Lingling Jiang, Xiangchu Feng, Haiqing Yin
Variational Image Restoration and Decomposition with Curvelet Shrinkage. J. Math. Imaging Vis. 30 (2) (2008)
Min Li, Binbin Hao, Xiangchu Feng
Iterative Regularization and Nonlinear Inverse Scale Space Based on Translation Invariant Wavelet Shrinkage. Int. J. Wavelets Multiresolution Inf. Process. 6 (1) (2008)
Lingling Jiang, Xiangchu Feng, Haiqing Yin
Structure and Texture Image Inpainting Using Sparse Representations and an Iterative Curvelet Thresholding Approach. Int. J. Wavelets Multiresolution Inf. Process. 6 (5) (2008)
Binbin Hao, Min Li, Xiangchu Feng
Wavelet iterative regularization for image restoration with varying scale parameter. Signal Process. Image Commun. 23 (6) (2008)
Lingling Jiang, Xiangchu Feng, Haiqing Yin
Image decomposition using optimally sparse representations and a variational approach. Signal Image Video Process. 1 (4) (2007)
Jian Bai, Xiangchu Feng
Fractional-Order Anisotropic Diffusion for Image Denoising. IEEE Trans. Image Process. 16 (10) (2007)
Min Li, Xiangchu Feng
Variational Decomposition Model in Besov Spaces and Negative Hilbert-Sobolev Spaces. CIS (2006)
Jian Bai, Xiangchu Feng
Digital ridgelet reconstruction based on local dual frame. Sci. China Ser. F Inf. Sci. 48 (6) (2005)
Tan Shan, Licheng Jiao, Xiangchu Feng
Ridgelets Frame. ICIAR (1) (2004)