Simultaneous Fidelity and Regularization Learning for Image Restoration

12 April 2018

Dongwei Ren

W. Zuo

David C. Zhang

Lei Zhang

Ming-Hsuan Yang

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Papers citing "Simultaneous Fidelity and Regularization Learning for Image Restoration"

26 / 26 papers shown

Title
Panoramic Image Inpainting With Gated Convolution And Contextual Reconstruction Loss Li Yu Yanjun Gao Farhad Pakdaman Moncef Gabbouj 19 2 0 05 Feb 2024
No-Clean-Reference Image Super-Resolution: Application to Electron Microscopy Mohammad Khateri Morteza Ghahremani Alejandra Sierra Jussi Tohka SupR 27 1 0 16 Jan 2024
Deep Richardson-Lucy Deconvolution for Low-Light Image Deblurring Liang Chen Jiawei Zhang Zhen-hua Li Yunxuan Wei Faming Fang Jimmy S. J. Ren Jin-shan Pan 11 18 0 10 Aug 2023
Unleashing the Power of Self-Supervised Image Denoising: A Comprehensive Review Dan Zhang Fangfang Zhou Felix Albu Yuan-Gu Wei X. Yang Yuan Gu Qiang Li 27 19 0 01 Aug 2023
Uncertainty-Aware Unsupervised Image Deblurring with Deep Residual Prior Xiaole Tang Xile Zhao Jun Liu Jianli Wang Yuchun Miao T. Zeng UQCV 26 13 0 09 Oct 2022
Variational Deep Image Restoration Jae Woong Soh N. Cho SupR 51 11 0 03 Jul 2022
Learning Discriminative Shrinkage Deep Networks for Image Deconvolution Pin-Hung Kuo Jin-shan Pan Shao-Yi Chien Ming-Hsuan Yang 31 1 0 27 Nov 2021
SIRe-Networks: Convolutional Neural Networks Architectural Extension for Information Preservation via Skip/Residual Connections and Interlaced Auto-Encoders D. Avola Luigi Cinque Alessio Fagioli G. Foresti 22 3 0 06 Oct 2021
COAST: COntrollable Arbitrary-Sampling NeTwork for Compressive Sensing Di You Jian Zhang Jingfen Xie Bin Chen Siwei Ma 42 100 0 15 Jul 2021
ISTA-Net++: Flexible Deep Unfolding Network for Compressive Sensing Di You Jingfen Xie Jian Zhang 25 96 0 22 Mar 2021
Spectral Response Function Guided Deep Optimization-driven Network for Spectral Super-resolution Jiang He Jie Li Qiangqiang Yuan Huanfeng Shen Liangpei Zhang 35 74 0 19 Nov 2020
PIINET: A 360-degree Panoramic Image Inpainting Network Using a Cube Map Seo Woo Han D. Suh GAN 3DPC 21 16 0 30 Oct 2020
MCGKT-Net: Multi-level Context Gating Knowledge Transfer Network for Single Image Deraining Kohei Yamamichi Xianhua Han 33 3 0 19 Oct 2020
Implicit Subspace Prior Learning for Dual-Blind Face Restoration Lingbo Yang Pan Wang Zhanning Gao Shanshe Wang Peiran Ren Siwei Ma Wen Gao CVBM 30 1 0 12 Oct 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
A deep primal-dual proximal network for image restoration Mingyuan Jiu N. Pustelnik 18 22 0 02 Jul 2020
Conditional Variational Image Deraining Yingjun Du Jun Xu Xiantong Zhen Ming-Ming Cheng Ling Shao 23 76 0 23 Apr 2020
Residual-driven Fuzzy C-Means Clustering for Image Segmentation Cong Wang Witold Pedrycz Zhiwu Li Mengchu Zhou 15 64 0 15 Apr 2020
Deep Learning on Image Denoising: An overview Chunwei Tian Lunke Fei Wenxian Zheng Yong-mei Xu W. Zuo Chia-Wen Lin 35 813 0 31 Dec 2019
Neural Blind Deconvolution Using Deep Priors Dongwei Ren Kaicheng Zhang Qilong Wang Q. Hu W. Zuo 21 271 0 06 Aug 2019
Edge Heuristic GAN for Non-uniform Blind Deblurring Shuai Zheng Zhenfeng Zhu Jian Cheng Yandong Guo Yao Zhao GAN 17 31 0 11 Jul 2019
NLH: A Blind Pixel-level Non-local Method for Real-world Image Denoising Yingkun Hou Jun Xu Mingxia Liu Guanghai Liu Li Liu Fan Zhu Ling Shao 22 86 0 17 Jun 2019
STAR: A Structure and Texture Aware Retinex Model Jun Xu Yingkun Hou Dongwei Ren Li Liu Fan Zhu Mengyang Yu Haoqian Wang Ling Shao 26 200 0 16 Jun 2019
Progressive Image Deraining Networks: A Better and Simpler Baseline Dongwei Ren W. Zuo Q. Hu Peng Fei Zhu Deyu Meng 19 775 0 26 Jan 2019
FastDeRain: A Novel Video Rain Streak Removal Method Using Directional Gradient Priors Tai-Xiang Jiang Tingzhu Huang Xile Zhao Liang-Jian Deng Yao Wang 22 150 0 20 Mar 2018
Deep Joint Rain Detection and Removal from a Single Image Wenhan Yang R. Tan Jiashi Feng Jiaying Liu Zongming Guo Shuicheng Yan 146 989 0 25 Sep 2016