Xiangchu Feng

According to our database, Xiangchu Feng authored at least 114 papers between 2004 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

Cartoon-Texture decomposition with patch-wise decorrelation.

Xiaofang Li, Weiwei Wang, Xiangchu Feng, Tingting Qi

J. Vis. Commun. Image Represent., February, 2023

Preconditioning Matters: Fast Global Convergence of Non-convex Matrix Factorization via Scaled Gradient Descent.

Xixi Jia, Hailin Wang, Jiangjun Peng, Xiangchu Feng, Deyu Meng

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Fractional Order Image Registration Model Based on Infimal Convolution.

Xiaoxiao Tan, Xiangchu Feng

Proceedings of the 2023 12th International Conference on Computing and Pattern Recognition, 2023

2022

Base on the Public Scientific Quality Improvement Research on Risk Early Warning of Online Shopping.

Xiaoyan Li, Lixia Cao, Tonghui Wang, Xiangchu Feng

Wirel. Pers. Commun., 2022

Deep RED Unfolding Network for Image Restoration.

Shengjiang Kong, Weiwei Wang, Xiangchu Feng, Xixi Jia

IEEE Trans. Image Process., 2022

A new variational method for selective segmentation of medical images.

Wenxiu Zhao, Weiwei Wang, Xiangchu Feng, Yu Han

Signal Process., 2022

Joint image restoration and edge detection in cooperative game formulation.

Chunyu Yang, Weiwei Wang, Xiangchu Feng

Signal Process., 2022

Weighted Nuclear Norms of Transformed Tensors for Nonlocal Hyperspectral Image Denoising.

Rui Zhang, Lixia Yang, Guojun Liu, Xiangchu Feng

IEEE Geosci. Remote. Sens. Lett., 2022

Game theory based Bi-domanial deep subspace clustering.

Tingting Qi, Xiangchu Feng, Weiwei Wang, Xiaofang Li

Inf. Sci., 2022

PDNet: Progressive denoising network via stochastic supervision on reaction-diffusion-advection equation.

Xixi Jia, Deyu Meng, Xuande Zhang, Xiangchu Feng

Inf. Sci., 2022

Towards Robust 2D Convolution for Reliable Visual Recognition.

Lida Li, Shuai Li, Kun Wang, Xiangchu Feng, Lei Zhang

CoRR, 2022

2021

Generalized Unitarily Invariant Gauge Regularization for Fast Low-Rank Matrix Recovery.

Xixi Jia, Xiangchu Feng, Weiwei Wang, Lei Zhang

IEEE Trans. Neural Networks Learn. Syst., 2021

A class of bilinear matrix constraint optimization problem and its applications.

Wenjuan Zhang, Xiangchu Feng, Feng Xiao, Xudong Wang

Knowl. Based Syst., 2021

Dual non-autonomous deep convolutional neural network for image denoising.

Xixi Jia, Xiangchu Feng, Sanyang Liu

Inf. Sci., 2021

The Multi-Focus-Image-Fusion Method Based on Convolutional Neural Network and Sparse Representation.

Bingzhe Wei, Xiangchu Feng, Kun Wang, Bian Gao

Entropy, 2021

3M: A Multi-Scale and Multi-Directional Method for Multi-Focus Image Fusion.

Bingzhe Wei, Xiangchu Feng, Weiwei Wang

IEEE Access, 2021

2020

Group discriminative least square regression for multicategory classification.

Chunyu Yang, Weiwei Wang, Xiangchu Feng, Ruiqiang He

Neurocomputing, 2020

W-LDMM: A Wasserstein driven low-dimensional manifold model for noisy image restoration.

Ruiqiang He, Xiangchu Feng, Weiwei Wang, Xiaolong Zhu, Chunyu Yang

Neurocomputing, 2020

Image decomposition and denoising using fractional-order partial differential equations.

Jian Bai, Xiang-Chu Feng

IET Image Process., 2020

A Manifold Laplacian Regularized Semi-Supervised Sparse Image Classification Method With a Variant Trace Lasso Norm.

Wenjuan Zhang, Xiangchu Feng, Yunmei Chen

IEEE Access, 2020

Classification-Friendly Sparse Encoder and Classifier Learning.

Chunyu Yang, Weiwei Wang, Xiangchu Feng, Shuisheng Zhou

IEEE Access, 2020

Low Dimensional Manifold Regularization Based Blind Image Inpainting and Non-Uniform Impulse Noise Recovery.

Mei Gao, Baosheng Kang, Xiangchu Feng, Lixia Cao, Wenjuan Zhang

IEEE Access, 2020

LST-Net: Learning a Convolutional Neural Network with a Learnable Sparse Transform.

Lida Li, Kun Wang, Shuai Li, Xiangchu Feng, Lei Zhang

Proceedings of the Computer Vision - ECCV 2020, 2020

The multi-focus image fusion method based on CNN and SR.

Bingzhe Wei, Xiangchu Feng, Kun Wang, Bing Gao

Proceedings of the ACAI 2020: 3rd International Conference on Algorithms, 2020

2019

A variational image segmentation method exploring both intensity means and texture patterns.

Yafeng Li, Qijun Zhao, Xiangchu Feng, Weiwei Wang, Renrui Zhang, An Yan

Signal Process. Image Commun., 2019

Weighted-<i>l</i>₁-method-noise regularization for image deblurring.

Chunyu Yang, Weiwei Wang, Xiangchu Feng, Xin Liu

Signal Process., 2019

Anisotropic Diffusion Based Multiplicative Speckle Noise Removal.

Mei Gao, Baosheng Kang, Xiangchu Feng, Wei Zhang, Wenjuan Zhang

Sensors, 2019

A stochastic image denoising method based on adaptive patch-size.

Liang Luo, Zhi-Qin Zhao, Xiaoping Li, Xiang-Chu Feng

Multidimens. Syst. Signal Process., 2019

Plug-and-Play Based Optimization Algorithm for New Crime Density Estimation.

Xiang-Chu Feng, Chen-ping Zhao, Silong Peng, Xiyuan Hu, Zhao-Wei Ouyang

J. Comput. Sci. Technol., 2019

A further study on the inequality constraints in stochastic configuration networks.

Xiaolong Zhu, Xiangchu Feng, Weiwei Wang, Xixi Jia, Ruiqiang He

Inf. Sci., 2019

Online Schatten quasi-norm minimization for robust principal component analysis.

Xixi Jia, Xiangchu Feng, Weiwei Wang, Hua Huang, Chen Xu

Inf. Sci., 2019

CT and MRI image fusion based on multiscale decomposition method and hybrid approach.

Lihong Chang, Xiangchu Feng, Xiaolong Zhu, Rui Zhang, Ruiqiang He, Chen Xu

IET Image Process., 2019

A global sparse gradient based coupled system for image denoising.

Rui Zhang, Xiangchu Feng, Lixia Yang, Lihong Chang, Xiaolong Zhu

Comput. Math. Appl., 2019

Subspace Clustering by Relaxed Block Diagonal Representation.

Qian Wang, Weiwei Wang, Xiangchu Feng

Proceedings of the Third International Symposium on Image Computing and Digital Medicine, 2019

Group Discriminative Least Square Regression.

Chunyu Yang, Weiwei Wang, Xiangchu Feng

Proceedings of the Third International Symposium on Image Computing and Digital Medicine, 2019

Combination of FFST and SR: A New Multi-Focus Image Fusion Strategy.

Bingzhe Wei, Xiangchu Feng, Weiwei Wang, Ruiqiang He

Proceedings of the ICCPR '19: 8th International Conference on Computing and Pattern Recognition, 2019

FOCNet: A Fractional Optimal Control Network for Image Denoising.

Xixi Jia, Sanyang Liu, Xiangchu Feng, Lei Zhang

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018

Unified Discriminative and Coherent Semi-Supervised Subspace Clustering.

Weiwei Wang, Chunyu Yang, Huazhu Chen, Xiangchu Feng

IEEE Trans. Image Process., 2018

Hybrid Probabilistic Sparse Coding With Spatial Neighbor Tensor for Hyperspectral Imagery Classification.

Lixia Yang, Min Wang, Shuyuan Yang, Hui Zhao, Licheng Jiao, Xiangchu Feng

IEEE Trans. Geosci. Remote. Sens., 2018

Subspace Segmentation by Correlation Adaptive Regression.

Weiwei Wang, Binbin Zhang, Xiangchu Feng

IEEE Trans. Circuits Syst. Video Technol., 2018

Structured Sparse Subspace Clustering with Within-Cluster Grouping.

Huazhu Chen, Weiwei Wang, Xiangchu Feng

Pattern Recognit., 2018

HCLR: A hybrid clustering and low-rank regularization-based method for photon-limited image restoration.

Xiaolong Zhu, Xiangchu Feng, Weiwei Wang, Xixi Jia, Rui Zhang, Ruiqiang He, Chen Xu

J. Vis. Commun. Image Represent., 2018

Image Denoising Using Generalized Anisotropic Diffusion.

Jian Bai, Xiang-Chu Feng

J. Math. Imaging Vis., 2018

Root-transformation based multiplicative denoising model and its statistical analysis.

Chen-ping Zhao, Xiangchu Feng, Xixi Jia, Ruiqiang He, Chen Xu

Neurocomputing, 2018

An extended variational image decomposition model for color image enhancement.

Xixi Jia, Xiangchu Feng, Weiwei Wang, Lei Zhang

Neurocomputing, 2018

Bayesian inference for adaptive low rank and sparse matrix estimation.

Xixi Jia, Xiangchu Feng, Weiwei Wang, Chen Xu, Lei Zhang

Neurocomputing, 2018

Discriminative and coherent subspace clustering.

Huazhu Chen, Weiwei Wang, Xiangchu Feng, Ruiqiang He

Neurocomputing, 2018

Non-Local Means Denoising Algorithm Based on the Kernelized L²-Norm.

Xiaoyan Liu, Xiang-Chu Feng, Xiaoping Li, Zhi-Qin Zhao

Proceedings of the 2018 International Conference on Machine Learning and Cybernetics, 2018

Single Image Dehazing Method Based on Cartoon-Texture Decomposition.

Xiangchu Feng, Shuai Ma, Bingzhe Wei

Proceedings of the 2nd International Conference on Computer Science and Application Engineering, 2018

2017

Global sparse gradient guided variational Retinex model for image enhancement.

Rui Zhang, Xiangchu Feng, Lixia Yang, Lihong Chang, Chen Xu

Signal Process. Image Commun., 2017

Cross-Domain Visual Matching via Generalized Similarity Measure and Feature Learning.

Liang Lin, Guangrun Wang, Wangmeng Zuo, Xiangchu Feng, Lei Zhang

IEEE Trans. Pattern Anal. Mach. Intell., 2017

Weighted Nuclear Norm Minimization and Its Applications to Low Level Vision.

Shuhang Gu, Qi Xie, Deyu Meng, Wangmeng Zuo, Xiangchu Feng, Lei Zhang

Int. J. Comput. Vis., 2017

Bregman-Proximal Augmented Lagrangian Approach to Multiphase Image Segmentation.

Jing Yuan, Ke Yin, Yi-Guang Bai, Xiang-Chu Feng, Xue-Cheng Tai

Proceedings of the Scale Space and Variational Methods in Computer Vision, 2017

Multi-channel Weighted Nuclear Norm Minimization for Real Color Image Denoising.

Jun Xu, Lei Zhang, David Zhang, Xiangchu Feng

Proceedings of the IEEE International Conference on Computer Vision, 2017

2016

Rank constrained nuclear norm minimization with application to image denoising.

Xixi Jia, Xiangchu Feng, Weiwei Wang

Signal Process., 2016

A multiscale image segmentation method.

Yafeng Li, Xiangchu Feng

Pattern Recognit., 2016

"Low-rank + dual" model based dimensionality reduction.

Si-Qi Wang, Xiang-Chu Feng, Weiwei Wang

Neurocomputing, 2016

Image denoising via bidirectional low rank representation with cluster adaptive dictionary.

Xiaoping Li, Weiwei Wang, Xiangchu Feng, Xiaoyan Liu, Liang Luo

IET Image Process., 2016

A fusion estimation method based on fractional Fourier transform.

Lihong Chang, Xiangchu Feng, Xiaoping Li, Rui Zhang

Digit. Signal Process., 2016

A Self-Representation Induced Classifier.

Pengfei Zhu, Lei Zhang, Wangmeng Zuo, Xiangchu Feng, Qinghua Hu

Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Subspace clustering by weighted correlation adaptive regression.

Weiwei Wang, Cui-Ling Wu, Hua Huang, Xiang-Chu Feng

Proceedings of the International Conference on Machine Learning and Cybernetics, 2016

Adaptive regularizer learning for low rank approximation with application to image denoising.

Xixi Jia, Xiangchu Feng, Weiwei Wang

Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

A Probabilistic Collaborative Representation Based Approach for Pattern Classification.

Sijia Cai, Lei Zhang, Wangmeng Zuo, Xiangchu Feng

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

2015

A divide-and-conquer stochastic alterable direction image denoising method.

Xiangchu Feng, Liang Luo, Xixi Jia, Weiwei Wang

Signal Process., 2015

Image denoising using local adaptive layered Wiener filter in the gradient domain.

Xiaobo Zhang, Xiangchu Feng

Multim. Tools Appl., 2015

Learning Deep Dictionary for Hyperspectral Image Denoising.

Leigang Huo, Xiangchu Feng, Chunlei Huo, Chunhong Pan

IEICE Trans. Inf. Syst., 2015

Patch Group Based Nonlocal Self-Similarity Prior Learning for Image Denoising.

Jun Xu, Lei Zhang, Wangmeng Zuo, David Zhang, Xiangchu Feng

Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Convolutional Sparse Coding for Image Super-Resolution.

Shuhang Gu, Wangmeng Zuo, Qi Xie, Deyu Meng, Xiangchu Feng, Lei Zhang

Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

2014

Blind Image Quality Assessment Using Joint Statistics of Gradient Magnitude and Laplacian Features.

Wufeng Xue, Xuanqin Mou, Lei Zhang, Alan C. Bovik, Xiangchu Feng

IEEE Trans. Image Process., 2014

Salient edge and region aware image retargeting.

Weiwei Wang, Dong Zhai, Tao Li, Xiangchu Feng

Signal Process. Image Commun., 2014

A novel image segmentation model with an edge weighting function.

Wen-Juan Zhang, Xiangchu Feng, Yu Han

Signal Image Video Process., 2014

Image decomposition using adaptive second-order total generalized variation.

Jianlou Xu, Xiang-Chu Feng, Yan Hao, Yu Han

Signal Image Video Process., 2014

A coupled variational model for image denoising using a duality strategy and split Bregman.

Jianlou Xu, Xiangchu Feng, Yan Hao

Multidimens. Syst. Signal Process., 2014

Change Field: A New Change Measure for VHR Images.

Leigang Huo, Xiangchu Feng, Chunlei Huo, Zhixin Zhou, Chunhong Pan

IEEE Geosci. Remote. Sens. Lett., 2014

Multiple-step local Wiener filter with proper stopping in wavelet domain.

Xiaobo Zhang, Xiang-Chu Feng

J. Vis. Commun. Image Represent., 2014

Optimization of the Regularization in Background and Foreground Modeling.

Si-Qi Wang, Xiang-Chu Feng

J. Appl. Math., 2014

Sparse Representation Based Fisher Discrimination Dictionary Learning for Image Classification.

Meng Yang, Lei Zhang, Xiangchu Feng, David Zhang

Int. J. Comput. Vis., 2014

Multiplicative noise removal combining a total variation regularizer and a nonconvex regularizer.

Yu Han, Chen Xu, George Baciu, Xiangchu Feng

Int. J. Comput. Math., 2014

On the Optimal Solution of Weighted Nuclear Norm Minimization.

Qi Xie, Deyu Meng, Shuhang Gu, Lei Zhang, Wangmeng Zuo, Xiangchu Feng, Zongben Xu

CoRR, 2014

Adaptive variational models for image decomposition.

Jianlou Xu, Xiangchu Feng, Yan Hao, Yu Han

Sci. China Inf. Sci., 2014

Projective dictionary pair learning for pattern classification.

Shuhang Gu, Lei Zhang, Wangmeng Zuo, Xiangchu Feng

Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014

Support Vector Guided Dictionary Learning.

Sijia Cai, Wangmeng Zuo, Lei Zhang, Xiangchu Feng, Ping Wang

Proceedings of the Computer Vision - ECCV 2014, 2014

Weighted Nuclear Norm Minimization with Application to Image Denoising.

Shuhang Gu, Lei Zhang, Wangmeng Zuo, Xiangchu Feng

Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Image Denoising Using Low-Rank Dictionary and Sparse Representation.

Tao Li, Weiwei Wang, Long Xu, Xiangchu Feng

Proceedings of the Tenth International Conference on Computational Intelligence and Security, 2014

2013

Edge Strength Similarity for Image Quality Assessment.

Xuande Zhang, Xiang-Chu Feng, Weiwei Wang, Wufeng Xue

IEEE Signal Process. Lett., 2013

Image denoising via 2D dictionary learning and adaptive hard thresholding.

Xuande Zhang, Xiang-Chu Feng, Weiwei Wang, Guojun Liu

Pattern Recognit. Lett., 2013

Local joint entropy based non-rigid multimodality image registration.

Yu Han, Xiang-Chu Feng, George Baciu

Pattern Recognit. Lett., 2013

Nonconvex sparse regularizer based speckle noise removal.

Yu Han, Xiang-Chu Feng, George Baciu, Weiwei Wang

Pattern Recognit., 2013

Variational and PCA based natural image segmentation.

Yu Han, Xiang-Chu Feng, George Baciu

Pattern Recognit., 2013

Two Curvelets variational Models Depend on Decomposition Spaces.

Guojun Liu, Xiang-Chu Feng, Weiwei Wang, Xuande Zhang

Int. J. Wavelets Multiresolution Inf. Process., 2013

Coupled dictionary learning method for image decomposition.

Yafeng Li, Xiangchu Feng

Sci. China Inf. Sci., 2013

Gradient-based Wiener filter for image denoising.

Xiaobo Zhang, Xiang-Chu Feng, Weiwei Wang, Shunli Zhang, Qunfeng Dong

Comput. Electr. Eng., 2013

Iterative reweighted total generalized variation based Poisson noise removal model.

Xu-Dong Wang, Xiangchu Feng, Weiwei Wang, Wen-Juan Zhang

Appl. Math. Comput., 2013

Learning smooth dictionary for image denoising.

Leigang Huo, Xiangchu Feng, Chunhong Pan, Shiming Xiang, Chunlei Huo

Proceedings of the Ninth International Conference on Natural Computation, 2013

A Generalized Iterated Shrinkage Algorithm for Non-convex Sparse Coding.

Wangmeng Zuo, Deyu Meng, Lei Zhang, Xiangchu Feng, David Zhang

Proceedings of the IEEE International Conference on Computer Vision, 2013

Perceptual Fidelity Aware Mean Squared Error.

Wufeng Xue, Xuanqin Mou, Lei Zhang, Xiangchu Feng

Proceedings of the IEEE International Conference on Computer Vision, 2013

2012

Multiplicative noise removal via sparse and redundant representations over learned dictionaries and total variation.

Yan Hao, Xiang-Chu Feng, Jianlou Xu

Signal Process., 2012

Image decomposition via learning the morphological diversity.

Yafeng Li, Xiangchu Feng

Pattern Recognit. Lett., 2012

A new fast multiphase image segmentation algorithm based on nonconvex regularizer.

Yu Han, Weiwei Wang, Xiang-Chu Feng

Pattern Recognit., 2012

Collaborative Representation based Classification for Face Recognition

Lei Zhang, Meng Yang, Xiangchu Feng, Yi Ma, David Zhang

CoRR, 2012

2011

Sparse representation or collaborative representation: Which helps face recognition?

Lei Zhang, Meng Yang, Xiangchu Feng

Proceedings of the IEEE International Conference on Computer Vision, 2011

Fisher Discrimination Dictionary Learning for sparse representation.

Meng Yang, Lei Zhang, Xiangchu Feng, David Zhang

Proceedings of the IEEE International Conference on Computer Vision, 2011

2008

Variational Models for Fusion and Denoising of Multifocus Images.

Weiwei Wang, Peng-Lang Shui, Xiang-Chu Feng

IEEE Signal Process. Lett., 2008

Wavelet iterative regularization for image restoration with varying scale parameter.

Binbin Hao, Min Li, Xiangchu Feng

Signal Process. Image Commun., 2008

Anisotropic Diffusion with Nonlinear Structure Tensor.

Weiwei Wang, Xiang-Chu Feng

Multiscale Model. Simul., 2008

Variational Image Restoration and Decomposition with Curvelet Shrinkage.

Lingling Jiang, Xiangchu Feng, Haiqing Yin

J. Math. Imaging Vis., 2008

Iterative Regularization and Nonlinear Inverse Scale Space Based on Translation Invariant Wavelet Shrinkage.

Min Li, Binbin Hao, Xiangchu Feng

Int. J. Wavelets Multiresolution Inf. Process., 2008

Structure and Texture Image Inpainting Using Sparse Representations and an Iterative Curvelet Thresholding Approach.

Lingling Jiang, Xiangchu Feng, Haiqing Yin

Int. J. Wavelets Multiresolution Inf. Process., 2008

2007

Fractional-Order Anisotropic Diffusion for Image Denoising.

Jian Bai, Xiangchu Feng

IEEE Trans. Image Process., 2007

Image decomposition using optimally sparse representations and a variational approach.

Lingling Jiang, Xiangchu Feng, Haiqing Yin

Signal Image Video Process., 2007

2006

Variational Decomposition Model in Besov Spaces and Negative Hilbert-Sobolev Spaces.

Min Li, Xiangchu Feng

Proceedings of the Computational Intelligence and Security, International Conference, 2006

2005

Digital ridgelet reconstruction based on local dual frame.

Jian Bai, Xiangchu Feng

Sci. China Ser. F Inf. Sci., 2005

A New Watermarking Method Based on DWT.

Xiang-Chu Feng, Yongdong Yang

Proceedings of the Computational Intelligence and Security, International Conference, 2005

2004

Ridgelets Frame.

Tan Shan, Licheng Jiao, Xiangchu Feng

Proceedings of the Image Analysis and Recognition: International Conference, 2004