C2N: Practical Generative Noise Modeling for Real-World Denoising

C2N: Practical Generative Noise Modeling for Real-World Denoising

19 February 2022

Kyoung Mu Lee

Papers citing "C2N: Practical Generative Noise Modeling for Real-World Denoising"

15 / 15 papers shown

Title
Denoising as Adaptation: Noise-Space Domain Adaptation for Image Restoration Kang Liao Zongsheng Yue Zhouxia Wang Chen Change Loy 95 3 0 20 Feb 2025
Realistic Noise Synthesis with Diffusion Models Qi Wu Mingyan Han Ting Jiang Chengzhi Jiang B. Zeng Man Jiang Haoqiang Fan Shuaicheng Liu DiffM 88 1 0 03 Jan 2025
Masked and Shuffled Blind Spot Denoising for Real-World Images Hamadi Chihaoui Paolo Favaro 34 5 0 15 Apr 2024
Unsupervised Image Denoising in Real-World Scenarios via Self-Collaboration Parallel Generative Adversarial Branches X. Lin Chao Ren Xiao Liu Jie Huang Yinjie Lei 27 23 0 13 Aug 2023
Recurrent Self-Supervised Video Denoising with Denser Receptive Field Zichun Wang Yulun Zhang Debing Zhang Ying Fu 42 8 0 07 Aug 2023
Random Sub-Samples Generation for Self-Supervised Real Image Denoising Yizhong Pan Xiao Liu Xiangyu Liao Yuanzhouhan Cao Chao Ren DiffM 24 26 0 31 Jul 2023
MM-BSN: Self-Supervised Image Denoising for Real-World with Multi-Mask based on Blind-Spot Network Dan Zhang Fangfang Zhou Yuwen Jiang Zhengming Fu 34 46 0 04 Apr 2023
A Generative Model for Digital Camera Noise Synthesis M. Song Yang Zhang T. Aydin Elham Amin Mansour DisneyResearchStudios VLM 37 4 0 16 Mar 2023
Modular Degradation Simulation and Restoration for Under-Display Camera Yang Zhou Yuda Song Xin Du 32 11 0 23 Sep 2022
Noise2NoiseFlow: Realistic Camera Noise Modeling without Clean Images Ali Maleky Shayan Kousha M. S. Brown Marcus A. Brubaker VLM DiffM 32 20 0 02 Jun 2022
Modeling sRGB Camera Noise with Normalizing Flows Shayan Kousha Ali Maleky M. S. Brown Marcus A. Brubaker 26 27 0 02 Jun 2022
Estimating Fine-Grained Noise Model via Contrastive Learning Yunhao Zou Ying Fu DiffM 26 24 0 03 Apr 2022
AP-BSN: Self-Supervised Denoising for Real-World Images via Asymmetric PD and Blind-Spot Network Wooseok Lee Sanghyun Son Kyoung Mu Lee 42 117 0 22 Mar 2022
Realistic Blur Synthesis for Learning Image Deblurring Jaesung Rim Geon-Yeong Kim Jungeon Kim Junyong Lee Seungyong Lee Sunghyun Cho 25 45 0 17 Feb 2022
Non-Local Recurrent Network for Image Restoration Ding Liu B. Wen Yuchen Fan Chen Change Loy Thomas S. Huang SupR 140 628 0 07 Jun 2018