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

28 May 2017

Lei Zhang

Papers citing "Multi-channel Weighted Nuclear Norm Minimization for Real Color Image Denoising"

50 / 84 papers shown

Title
DnLUT: Ultra-Efficient Color Image Denoising via Channel-Aware Lookup Tables Sidi Yang Binxiao Huang Yulun Zhang Dahai Yu Yujiu Yang Ngai Wong 65 0 0 20 Mar 2025
Quaternion Nuclear Norm minus Frobenius Norm Minimization for color image reconstruction Yu Guo Guoqing Chen Tieyong Zeng Qiyu Jin Michael Kwok-Po Ng 38 6 0 12 Sep 2024
Image Denoising Using Green Channel Prior Zhaoming Kong Fangxi Deng Xiaowei Yang 45 0 0 12 Aug 2024
Generating Human Understandable Explanations for Node Embeddings Zohair Shafi Ayan Chatterjee Tina Eliassi-Rad 45 1 0 11 Jun 2024
Efficient Diffusion Model for Image Restoration by Residual Shifting Zongsheng Yue Jianyi Wang Chen Change Loy DiffM 32 36 0 12 Mar 2024
Color Image Denoising Using The Green Channel Prior Zhaoming Kong Xiaowei Yang 41 0 0 13 Feb 2024
Two-stage Progressive Residual Dense Attention Network for Image Denoising Wencong Wu An Ge Guannan Lv Yuelong Xia Yungang Zhang Wen Xiong 27 1 0 05 Jan 2024
All-in-one Multi-degradation Image Restoration Network via Hierarchical Degradation Representation Cheng Zhang Yu Zhu Qingsen Yan Jinqiu Sun Yanning Zhang 39 23 0 06 Aug 2023
A Theoretically Guaranteed Quaternion Weighted Schatten p-norm Minimization Method for Color Image Restoration Qing-Hua Zhang Liangsheng He Yiliang Wang Liang-Jian Deng Jing Liu 29 1 0 24 Jul 2023
Self2Self+: Single-Image Denoising with Self-Supervised Learning and Image Quality Assessment Loss Jaekyun Ko Sang-Hoon Lee 24 5 0 20 Jul 2023
A Novel Truncated Norm Regularization Method for Multi-channel Color Image Denoising Yiwen Shan D. Hu Zhi Wang 27 5 0 16 Jul 2023
Dual Residual Attention Network for Image Denoising Wencong Wu Shijie Liu Yi Zhou Yungang Zhang Yu Xiang 33 60 0 07 May 2023
A Comparison of Image Denoising Methods Zhaoming Kong Fang Deng Haomin Zhuang Jun Yu Lifang He Xiaowei Yang 42 7 0 18 Apr 2023
Image Blind Denoising Using Dual Convolutional Neural Network with Skip Connection Wencong Wu Shicheng Liao Guannan Lv Peng Liang Yungang Zhang 27 3 0 04 Apr 2023
Seeing Through the Noisy Dark: Towards Real-world Low-Light Image Enhancement and Denoising Jiahuan Ren Zhao Zhang Richang Hong Mingliang Xu Yi Yang Shuicheng Yan 33 1 0 02 Oct 2022
Multi-channel Nuclear Norm Minus Frobenius Norm Minimization for Color Image Denoising Yiwen Shan D. Hu Zhi Wang Tao Jia 15 16 0 16 Sep 2022
Real Image Restoration via Structure-preserving Complementarity Attention Yuan-fang Zhang Gen Li Lei Sun SupR 22 0 0 28 Jul 2022
Denoising single images by feature ensemble revisited Masud An Nur Islam Fahim Nazmus Saqib Shafkat Khan Siam H. Jung SupR 15 5 0 11 Jul 2022
Joint Image Compression and Denoising via Latent-Space Scalability Saeed Ranjbar Alvar Mateen Ulhaq Hyomin Choi Ivan V. Bajić 20 9 0 04 May 2022
Learn from Unpaired Data for Image Restoration: A Variational Bayes Approach Dihan Zheng Xiaowen Zhang Kaisheng Ma Chenglong Bao DiffM 23 22 0 21 Apr 2022
CVF-SID: Cyclic multi-Variate Function for Self-Supervised Image Denoising by Disentangling Noise from Image Reyhaneh Neshatavar Mohsen Yavartanoo Sanghyun Son Kyoung Mu Lee 17 67 0 24 Mar 2022
Manifold Modeling in Quotient Space: Learning An Invariant Mapping with Decodability of Image Patches Tatsuya Yokota H. Hontani 11 2 0 10 Mar 2022
FCNet: A Convolutional Neural Network for Arbitrary-Length Exposure Estimation Jin Liang Yuchen Yang Anran Zhang Jun Xu Hui Li Xiantong Zhen 21 0 0 05 Mar 2022
Color Image Inpainting via Robust Pure Quaternion Matrix Completion: Error Bound and Weighted Loss Junren Chen Michael Kwok-Po Ng 23 20 0 04 Feb 2022
Exact Decomposition of Joint Low Rankness and Local Smoothness Plus Sparse Matrices Jiangjun Peng Yao Wang Hongying Zhang Jianjun Wang Deyu Meng 43 52 0 29 Jan 2022
Towards Adversarially Robust Deep Image Denoising Hanshu Yan Jingfeng Zhang Jiashi Feng Masashi Sugiyama Vincent Y. F. Tan DiffM 23 16 0 12 Jan 2022
Mitigating Channel-wise Noise for Single Image Super Resolution Srimanta Mandal Kuldeep Purohit A. N. Rajagopalan SupR 31 0 0 14 Dec 2021
Unsupervised Image Denoising with Frequency Domain Knowledge Nahyun Kim Dong-Won Jang Sunhyeok Lee Bomi Kim Dae-Shik Kim 24 7 0 29 Nov 2021
Adaptive Unfolding Total Variation Network for Low-Light Image Enhancement Chuanjun Zheng D. Shi Wentian Shi 157 99 0 03 Oct 2021
Physics-based Noise Modeling for Extreme Low-light Photography Kaixuan Wei Ying Fu Yinqiang Zheng Jiaolong Yang 24 90 0 04 Aug 2021
Two-Stage Monte Carlo Denoising with Adaptive Sampling and Kernel Pool Tiange Xiang Hongliang Yuan Haozhi Huang Yujin Shi 16 1 0 30 Mar 2021
Feature-Align Network with Knowledge Distillation for Efficient Denoising Lucas D. Young F. Reda Rakesh Ranjan Jon Morton Jun Hu Y. Ling Xiaoyu Xiang David Liu Vikas Chandra 38 3 0 02 Mar 2021
NBNet: Noise Basis Learning for Image Denoising with Subspace Projection Shuyang Cheng Yuzhi Wang Haibin Huang Donghao Liu Haoqiang Fan Shuaicheng Liu 120 187 0 30 Dec 2020
Towards Boosting the Channel Attention in Real Image Denoising : Sub-band Pyramid Attention Huayu Li Haiyu Wu Xiwen Chen Han Zhang Abolfazl Razi 26 2 0 23 Dec 2020
A Comprehensive Comparison of Multi-Dimensional Image Denoising Methods Zhaoming Kong Xiaowei Yang Lifang He 24 10 0 06 Nov 2020
Progressive Training of Multi-level Wavelet Residual Networks for Image Denoising Yali Peng Yue Cao Shigang Liu Jian Yang W. Zuo 27 11 0 23 Oct 2020
Practical Deep Raw Image Denoising on Mobile Devices Yuzhi Wang Haibin Huang Qin Xu Jiaming Liu Yiqun Liu Jue Wang 30 102 0 14 Oct 2020
Enhancing and Learning Denoiser without Clean Reference Rui Zhao D. Lun K. Lam DiffM 17 6 0 09 Sep 2020
Deep Variational Network Toward Blind Image Restoration Zongsheng Yue Hongwei Yong Qian Zhao Lei Zhang Deyu Meng Kwan-Yen K. Wong 30 11 0 25 Aug 2020
Deep Learning Methods for Solving Linear Inverse Problems: Research Directions and Paradigms Yanna Bai Wei Chen Jie Chen Weisi Guo 40 66 0 27 Jul 2020
Dual Adversarial Network: Toward Real-world Noise Removal and Noise Generation Zongsheng Yue Qian Zhao Lei Zhang Deyu Meng DiffM 26 200 0 12 Jul 2020
Lightweight image super-resolution with enhanced CNN Chunwei Tian Ruibin Zhuge Zhihao Wu Yong-mei Xu W. Zuo Chong Chen Chia-Wen Lin SupR 27 134 0 08 Jul 2020
Exploiting Non-Local Priors via Self-Convolution For Highly-Efficient Image Restoration Lanqing Guo Zhiyuan Zha S. Ravishankar Bihan Wen SupR 25 19 0 24 Jun 2020
Unsupervised Low-light Image Enhancement with Decoupled Networks Wei Xiong Ding Liu Xiaohui Shen Chen Fang Jiebo Luo 31 19 0 06 May 2020
Identity Enhanced Residual Image Denoising Saeed Anwar C. P. Huynh Fatih Porikli SupR 22 15 0 26 Apr 2020
Attention Based Real Image Restoration Saeed Anwar Nick Barnes L. Petersson 30 0 0 26 Apr 2020
Conditional Variational Image Deraining Yingjun Du Jun Xu Xiantong Zhen Ming-Ming Cheng Ling Shao 23 77 0 23 Apr 2020
Image Denoising Using Sparsifying Transform Learning and Weighted Singular Values Minimization Yanwei Zhao Ping Yang Q. Guan Jianwei Zheng Wanliang Wang 6 0 0 02 Apr 2020
Supervised Raw Video Denoising with a Benchmark Dataset on Dynamic Scenes Huanjing Yue Cong Cao Lei Liao Ronghe Chu Jingyu Yang 32 121 0 31 Mar 2020
Multi-Objective Matrix Normalization for Fine-grained Visual Recognition Shaobo Min Hantao Yao Hongtao Xie Zhengjun Zha Yongdong Zhang 28 65 0 30 Mar 2020