Not Just Streaks: Towards Ground Truth for Single Image Deraining

22 June 2022

Chethan Chinder Chandrappa

Papers citing "Not Just Streaks: Towards Ground Truth for Single Image Deraining"

23 / 23 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
Pseudo-Label Guided Real-World Image De-weathering: A Learning Framework with Imperfect Supervision Heming Xu Xiaohui Liu Zhilu Zhang Hongzhi Zhang Xiaohe Wu Wangmeng Zuo 30 0 0 14 Apr 2025
MWFormer: Multi-Weather Image Restoration Using Degradation-Aware Transformers Ruoxi Zhu Zhengzhong Tu Jiaming Liu A. Bovik Yibo Fan ViT 70 7 0 26 Nov 2024
Optimization Proxies using Limited Labeled Data and Training Time -- A Semi-Supervised Bayesian Neural Network Approach Parikshit Pareek K. Sundar Deepjyoti Deka Sidhant Misra Sidhant Misra 27 0 0 04 Oct 2024
A Hybrid Transformer-Mamba Network for Single Image Deraining Shangquan Sun Wenqi Ren Juxiang Zhou Jianhou Gan Rui Wang Xiaochun Cao Mamba 46 5 0 31 Aug 2024
Diffusion Models in Low-Level Vision: A Survey Chunming He Yuqi Shen Chengyu Fang Fengyang Xiao Longxiang Tang Yulun Zhang W. Zuo Zhenhua Guo Xiu Li VLM DiffM MedIm 76 31 0 17 Jun 2024
Exploring the Impact of Synthetic Data for Aerial-view Human Detection Hyungtae Lee Yan Zhang Yingzhe Shen Heesung Kwon Shuvra S. Bhattacharyya 38 1 0 24 May 2024
Bidirectional Multi-Scale Implicit Neural Representations for Image Deraining Xiang Chen Jinshan Pan Jiangxin Dong AI4CE 31 22 0 02 Apr 2024
WeatherProof: Leveraging Language Guidance for Semantic Segmentation in Adverse Weather Blake Gella Howard Zhang Rishi Upadhyay Tiffany Chang Nathan Wei Matthew Waliman Yunhao Bao C. Melo Alex Wong A. Kadambi 36 0 0 21 Mar 2024
GT-Rain Single Image Deraining Challenge Report Howard Zhang Yunhao Ba Ethan Yang Rishi Upadhyay Alex Wong ... Zhao Zhang Yanyan Wei Jiahuan Ren Suiyi Zhao Huan Zheng 24 1 0 18 Mar 2024
WeatherProof: A Paired-Dataset Approach to Semantic Segmentation in Adverse Weather Blake Gella Howard Zhang Rishi Upadhyay Tiffany Chang Matthew Waliman Yunhao Ba Alex Wong A. Kadambi 26 6 0 15 Dec 2023
Towards Unified Deep Image Deraining: A Survey and A New Benchmark Xiang Chen Jin-shan Pan Jiangxin Dong Jinhui Tang 28 18 0 05 Oct 2023
MetaWeather: Few-Shot Weather-Degraded Image Restoration Youngrae Kim Younggeol Cho Thanh-Tung Nguyen Seunghoon Hong Dongman Lee 14 0 0 28 Aug 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
GridFormer: Residual Dense Transformer with Grid Structure for Image Restoration in Adverse Weather Conditions Tao Wang Kaihao Zhang Ziqian Shao Wenhan Luo B. Stenger Tong Lu Tae-Kyun Kim Wei Liu Hongdong Li ViT 19 30 0 29 May 2023
$A Two-Stage Real Image Deraining Method for GT-RAIN Challenge CVPR 2023 Workshop UG$^{\textbf{2}}$+ Track 3$ A Two-Stage Real Image Deraining Method for GT-RAIN Challenge CVPR 2023 Workshop UG $^{\textbf{2}}$ + Track 3 Y. Guo Xu Xiao Xiao-Xu Wang Yi Li Yi Chang Luxin Yan ViT 11 2 0 13 May 2023
Restormer-Plus for Real World Image Deraining: the Runner-up Solution to the GT-RAIN Challenge (CVPR 2023 UG2+ Track 3) Chaochao Zheng Luping Wang Bin Liu 17 0 0 09 May 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
Unsupervised Deraining: Where Asymmetric Contrastive Learning Meets Self-similarity Yi Chang Yun Guo Yuntong Ye C. Yu Lin Zhu Xile Zhao Luxin Yan Yonghong Tian SSL 26 16 0 02 Nov 2022
Towards Rotation Invariance in Object Detection Agastya Kalra Guy Stoppi B. Brown Rishav Agarwal A. Kadambi ObjD 17 13 0 28 Sep 2021
PENet: Towards Precise and Efficient Image Guided Depth Completion Mu Hu Shuling Wang Bin Li Shiyu Ning Li Fan Xiaojin Gong MDE 100 273 0 01 Mar 2021
Multi-Stage Progressive Image Restoration Syed Waqas Zamir Aditya Arora Salman Khan Munawar Hayat F. Khan Ming-Hsuan Yang Ling Shao 125 1,450 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 130 989 0 25 Sep 2016