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When AWGN-based Denoiser Meets Real Noises

6 April 2019

Thomas Huang

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Papers citing "When AWGN-based Denoiser Meets Real Noises"

28 / 28 papers shown

Title
Realistic Noise Synthesis with Diffusion Models Qi Wu Mingyan Han Ting Jiang Chengzhi Jiang B. Zeng Man Jiang Haoqiang Fan Shuaicheng Liu DiffM 194 1 0 03 Jan 2025
Positive2Negative: Breaking the Information-Lossy Barrier in Self-Supervised Single Image Denoising Tong Li Lizhi Wang Zhiyuan Xu Lin Zhu Wanxuan Lu Hua Huang 166 2 0 21 Dec 2024
Enhancement of a CNN-Based Denoiser Based on Spatial and Spectral Analysis Rui Zhao K. Lam D. Lun 59 8 0 28 Jun 2020
Image Restoration for Under-Display Camera Yuqian Zhou D. Ren N. Emerton Sehoon Lim T. Large 101 70 0 10 Mar 2020
Path-Restore: Learning Network Path Selection for Image Restoration K. Yu Xintao Wang Chao Dong Xiaoou Tang Chen Change Loy 76 84 0 23 Apr 2019
Real Image Denoising with Feature Attention Saeed Anwar Nick Barnes 73 509 0 16 Apr 2019
GIF2Video: Color Dequantization and Temporal Interpolation of GIF images Yanjie Wang Haibin Huang Chuan Wang Tong He Jue Wang Minh Hoai 55 21 0 09 Jan 2019
Unprocessing Images for Learned Raw Denoising Tim Brooks B. Mildenhall Tianfan Xue Jiawen Chen Dillon Sharlet Jonathan T. Barron 90 442 0 27 Nov 2018
DN-ResNet: Efficient Deep Residual Network for Image Denoising Haoyu Ren Mostafa El-Khamy Jungwon Lee 54 51 0 16 Oct 2018
Connecting Image Denoising and High-Level Vision Tasks via Deep Learning Ding Liu Bihan Wen Jianbo Jiao Xianming Liu Zhangyang Wang Thomas S. Huang 74 146 0 06 Sep 2018
Class-Aware Fully-Convolutional Gaussian and Poisson Denoising Tal Remez Or Litany Raja Giryes A. Bronstein BDL 61 72 0 20 Aug 2018
Toward Convolutional Blind Denoising of Real Photographs Shi Guo Zifei Yan Peng Sun W. Zuo Lei Zhang 113 915 0 12 Jul 2018
A Trilateral Weighted Sparse Coding Scheme for Real-World Image Denoising Jun Xu Lei Zhang David C. Zhang 67 250 0 11 Jul 2018
Video Inpainting by Jointly Learning Temporal Structure and Spatial Details Chuan Wang Haibin Huang Xiaoguang Han Jue Wang 68 157 0 22 Jun 2018
Survey of Face Detection on Low-quality Images Yuqian Zhou Ding Liu Thomas Huang AAML CVBM 53 59 0 19 Apr 2018
Deep Image Prior Dmitry Ulyanov Andrea Vedaldi Victor Lempitsky SupR 135 3,166 0 29 Nov 2017
FFDNet: Toward a Fast and Flexible Solution for CNN based Image Denoising Peng Sun W. Zuo Lei Zhang 140 2,127 0 11 Oct 2017
Benchmarking Denoising Algorithms with Real Photographs Tobias Plötz Stefan Roth 65 591 0 05 Jul 2017
When Image Denoising Meets High-Level Vision Tasks: A Deep Learning Approach Ding Liu Bihan Wen Xianming Liu Zhangyang Wang Thomas S. Huang VLM 47 215 0 14 Jun 2017
Class-specific Poisson denoising by patch-based importance sampling Milad Niknejad J. Bioucas-Dias Mário A. T. Figueiredo 32 10 0 09 Jun 2017
Multi-channel Weighted Nuclear Norm Minimization for Real Color Image Denoising Jun Xu Lei Zhang David C. Zhang Xiangchu Feng 76 279 0 28 May 2017
External Prior Guided Internal Prior Learning for Real-World Noisy Image Denoising Jun Xu Lei Zhang David C. Zhang DiffM 86 127 0 12 May 2017
Learning Deep CNN Denoiser Prior for Image Restoration Peng Sun W. Zuo Shuhang Gu Lei Zhang SupR 154 1,847 0 11 Apr 2017
Generalized Deep Image to Image Regression Venkataraman Santhanam Vlad I. Morariu L. Davis 3DV 45 73 0 10 Dec 2016
Real-Time Single Image and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural Network Wenzhe Shi Jose Caballero Ferenc Huszár J. Totz Andrew P. Aitken Rob Bishop Daniel Rueckert Zehan Wang SupR 342 5,243 0 16 Sep 2016
Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising Peng Sun W. Zuo Yunjin Chen Deyu Meng Lei Zhang SupR 145 7,016 0 13 Aug 2016
Multi-Scale Context Aggregation by Dilated Convolutions Feng Yu V. Koltun SSeg 271 8,459 0 23 Nov 2015
Trainable Nonlinear Reaction Diffusion: A Flexible Framework for Fast and Effective Image Restoration Yunjin Chen Thomas Pock DiffM 54 1,191 0 12 Aug 2015