Toward Real-world Single Image Deraining: A New Benchmark and Beyond

Toward Real-world Single Image Deraining: A New Benchmark and Beyond

11 June 2022

Qiming Zhang

Jing Zhang

Papers citing "Toward Real-world Single Image Deraining: A New Benchmark and Beyond"

17 / 17 papers shown

Title
DGSolver: Diffusion Generalist Solver with Universal Posterior Sampling for Image Restoration H. Wang Jing Zhang Haonan Guo Di Wang Jiayi Ma Bo Du 63 0 0 30 Apr 2025
Invert2Restore: Zero-Shot Degradation-Blind Image Restoration Hamadi Chihaoui Paolo Favaro DiffM 45 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 56 0 0 24 Mar 2025
Multi-Agent Image Restoration Xu Jiang G. Li Bin Chen Jian Andrew Zhang 53 0 0 12 Mar 2025
FoundIR: Unleashing Million-scale Training Data to Advance Foundation Models for Image Restoration Hao Li Xiang Chen Jiangxin Dong Jinhui Tang Jinshan Pan 65 2 0 02 Dec 2024
GenDeg: Diffusion-based Degradation Synthesis for Generalizable All-In-One Image Restoration Sudarshan Rajagopalan Nithin Gopalakrishnan Nair Jay N. Paranjape Vishal M. Patel DiffM 90 0 0 26 Nov 2024
Perceive-IR: Learning to Perceive Degradation Better for All-in-One Image Restoration Xu Zhang Jiaqi Ma Guoli Wang Q. Zhang Huan Zhang Lefei Zhang VLM 91 6 0 28 Aug 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 26 1 0 17 Aug 2024
TRG-Net: An Interpretable and Controllable Rain Generator Zhiqian Pang Hong Wang Qi Xie Deyu Meng Zongben Xu 28 0 0 15 Mar 2024
UAV-Rain1k: A Benchmark for Raindrop Removal from UAV Aerial Imagery Wenhui Chang Hongming Chen Xin He Xiang Chen Liangduo Shen 14 6 0 08 Feb 2024
Choose Your Simulator Wisely: A Review on Open-source Simulators for Autonomous Driving Yueyuan Li Wei Yuan Songan Zhang Weihao Yan Qiyuan Shen Chunxiang Wang Ming Yang 32 32 0 18 Nov 2023
Towards Unified Deep Image Deraining: A Survey and A New Benchmark Xiang Chen Jin-shan Pan Jiangxin Dong Jinhui Tang 26 18 0 05 Oct 2023
From Sky to the Ground: A Large-scale Benchmark and Simple Baseline Towards Real Rain Removal Yun Guo Xu Xiao Yi Chang Shumin Deng Luxin Yan 13 21 0 07 Aug 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 32 1 0 06 May 2023
Colorization Transformer Manoj Kumar Dirk Weissenborn Nal Kalchbrenner ViT 218 140 0 08 Feb 2021
Multi-Stage Progressive Image Restoration Syed Waqas Zamir Aditya Arora Salman Khan Munawar Hayat F. Khan Ming-Hsuan Yang Ling Shao 125 1,448 0 04 Feb 2021
Deep Joint Rain Detection and Removal from a Single Image Wenhan Yang R. Tan Jiashi Feng Jiaying Liu Zongming Guo Shuicheng Yan 130 988 0 25 Sep 2016