Unsupervised Image Denoising in Real-World Scenarios via
Self-Collaboration Parallel Generative Adversarial Branches

Unsupervised Image Denoising in Real-World Scenarios via Self-Collaboration Parallel Generative Adversarial Branches

13 August 2023

Papers citing "Unsupervised Image Denoising in Real-World Scenarios via Self-Collaboration Parallel Generative Adversarial Branches"

17 / 17 papers shown

Title
Unsupervised Real-World Denoising: Sparsity is All You Need Hamadi Chihaoui Paolo Favaro DiffM 42 0 0 27 Mar 2025
Channel Consistency Prior and Self-Reconstruction Strategy Based Unsupervised Image Deraining Guanglu Dong Tianheng Zheng Yuanzhouhan Cao L. Qing Chao Ren DiffM 51 0 0 24 Mar 2025
LUMINA-Net: Low-light Upgrade through Multi-stage Illumination and Noise Adaptation Network for Image Enhancement Namrah Siddiqua Kim Suneung 54 0 0 24 Feb 2025
Dual-Representation Interaction Driven Image Quality Assessment with Restoration Assistance Jingtong Yue Xin Lin Zijiu Yang Chao Ren 70 0 0 26 Nov 2024
Restore Anything with Masks: Leveraging Mask Image Modeling for Blind All-in-One Image Restoration Chu-Jie Qin Rui-Qi Wu Zikun Liu Xin Lin Chun-Le Guo Hyun Hee Park Chongyi Li 15 1 0 28 Sep 2024
Re-boosting Self-Collaboration Parallel Prompt GAN for Unsupervised Image Restoration Xin Lin Yuyan Zhou Jingtong Yue Chao Ren Kelvin C. K. Chan Lu Qi Ming Yang 18 0 0 17 Aug 2024
Asymmetric Mask Scheme for Self-Supervised Real Image Denoising Xiangyu Liao Tianheng Zheng Jiayu Zhong Pingping Zhang Chao Ren 28 0 0 09 Jul 2024
SeNM-VAE: Semi-Supervised Noise Modeling with Hierarchical Variational Autoencoder Dihan Zheng Yihang Zou Xiaowen Zhang Chenglong Bao DiffM 16 0 0 26 Mar 2024
DestripeCycleGAN: Stripe Simulation CycleGAN for Unsupervised Infrared Image Destriping Shiqi Yang Hanlin Qin Shuai Yuan Xiang Yan Hossein Rahmani 17 2 0 14 Feb 2024
Masked Pre-trained Model Enables Universal Zero-shot Denoiser Xiaoxiao Ma Zhixiang Wei Yi Jin Pengyang Ling Tianle Liu Ben Wang Junkang Dai H. Chen Enhong Chen VLM 28 0 0 26 Jan 2024
Multi-task Image Restoration Guided By Robust DINO Features Xin Lin Chao Ren Kelvin C. K. Chan Lu Qi Jinshan Pan Ming-Hsuan Yang 17 2 0 04 Dec 2023
Learning Degradation-Independent Representations for Camera ISP Pipelines Yanhui Guo Fangzhou Luo Xiaolin Wu 15 6 0 03 Jul 2023
Dual Degradation Representation for Joint Deraining and Low-Light Enhancement in the Dark X. Lin Jingtong Yue Sixian Ding Chao Ren Lu Qi Ming-Hsuan Yang 17 1 0 06 May 2023
Invertible Denoising Network: A Light Solution for Real Noise Removal Yang Liu Zhenyue Qin Saeed Anwar Pan Ji Dongwoo Kim Sabrina Caldwell Tom Gedeon 61 142 0 21 Apr 2021
NBNet: Noise Basis Learning for Image Denoising with Subspace Projection Shuyang Cheng Yuzhi Wang Haibin Huang Donghao Liu Haoqiang Fan Shuaicheng Liu 73 178 0 30 Dec 2020
CycleISP: Real Image Restoration via Improved Data Synthesis Syed Waqas Zamir Aditya Arora Salman Khan Munawar Hayat F. Khan Ming-Hsuan Yang Ling Shao DiffM 105 334 0 17 Mar 2020
Non-Local Recurrent Network for Image Restoration Ding Liu B. Wen Yuchen Fan Chen Change Loy Thomas S. Huang SupR 127 624 0 07 Jun 2018