Single Image Deraining: From Model-Based to Data-Driven and Beyond

16 December 2019

Shiqi Wang

Papers citing "Single Image Deraining: From Model-Based to Data-Driven and Beyond"

22 / 22 papers shown

Title
PRE-Mamba: A 4D State Space Model for Ultra-High-Frequent Event Camera Deraining Ciyu Ruan Ruishan Guo Zihang Gong J. Xu Wenhan Yang Xinlei Chen Mamba 67 0 0 08 May 2025
Real-Time Multi-Scene Visibility Enhancement for Promoting Navigational Safety of Vessels Under Complex Weather Conditions R. W. Liu Yuxu Lu Yuan Gao Yu Guo Wenqi Ren F. Zhu Fei-Yue Wang 50 1 0 02 Sep 2024
TPSeNCE: Towards Artifact-Free Realistic Rain Generation for Deraining and Object Detection in Rain Shen Zheng Chan Lu S. Narasimhan DiffM 20 4 0 01 Nov 2023
Multi-dimension Queried and Interacting Network for Stereo Image Deraining Yuanbo Wen Tao Gao Ziqi Li Jing Zhang Ting Chen 29 3 0 19 Sep 2023
Learning Image Deraining Transformer Network with Dynamic Dual Self-Attention Zhe-Cheng Fan Hongming Chen Yufeng Li ViT 18 0 0 15 Aug 2023
Low-Light Image and Video Enhancement: A Comprehensive Survey and Beyond Shen Zheng Yi Ma Jinqian Pan Chang-Tien Lu Gaurav Gupta 29 21 0 21 Dec 2022
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 29 16 0 02 Nov 2022
Restoring Vision in Adverse Weather Conditions with Patch-Based Denoising Diffusion Models Ozan Özdenizci R. Legenstein DiffM 30 240 0 29 Jul 2022
Not Just Streaks: Towards Ground Truth for Single Image Deraining Yunhao Ba Howard Zhang Ethan Yang Akira Suzuki Arnold Pfahnl ... C. Melo Suya You Stefano Soatto A. Wong A. Kadambi 22 39 0 22 Jun 2022
Unsupervised Restoration of Weather-affected Images using Deep Gaussian Process-based CycleGAN R. Yasarla Vishwanath A. Sindagi Vishal M. Patel 26 2 0 23 Apr 2022
TRNR: Task-Driven Image Rain and Noise Removal with a Few Images Based on Patch Analysis Wu Ran Bohong Yang Peirong Ma Hong-wei Lu 18 9 0 03 Dec 2021
TransWeather: Transformer-based Restoration of Images Degraded by Adverse Weather Conditions Jeya Maria Jose Valanarasu R. Yasarla Vishal M. Patel ViT 45 275 0 29 Nov 2021
Single Image Deraining Network with Rain Embedding Consistency and Layered LSTM Yizhou Li Yusuke Monno Masatoshi Okutomi 28 30 0 05 Nov 2021
Structure-Preserving Deraining with Residue Channel Prior Guidance Qiaosi Yi Juncheng Li Qi Dai Faming Fang Guixu Zhang T. Zeng 33 101 0 20 Aug 2021
Beyond Monocular Deraining: Parallel Stereo Deraining Network Via Semantic Prior Kaihao Zhang Wenhan Luo Yanjiang Yu Wenqi Ren Fang Zhao Changsheng Li Lin Ma Wei Liu Hongdong Li 27 59 0 09 May 2021
Multi-Scale Hourglass Hierarchical Fusion Network for Single Image Deraining Xiang Chen Yufeng Huang Lei Xu 21 9 0 25 Apr 2021
Exploring Overcomplete Representations for Single Image Deraining using CNNs R. Yasarla Jeya Maria Jose Valanarasu Vishal M. Patel 12 19 0 20 Oct 2020
From Rain Generation to Rain Removal Hong Wang Zongsheng Yue Qi Xie Qian Zhao Yefeng Zheng Deyu Meng 14 5 0 08 Aug 2020
Joint Self-Attention and Scale-Aggregation for Self-Calibrated Deraining Network Cong Wang Yutong Wu Zhixun Su Junyang Chen 9 72 0 06 Aug 2020
Single Image Deraining via Scale-space Invariant Attention Neural Network Bo Pang Deming Zhai Junjun Jiang Xianming Liu 22 9 0 09 Jun 2020
Confidence Measure Guided Single Image De-raining R. Yasarla Vishal M. Patel 22 51 0 10 Sep 2019
Deep Joint Rain Detection and Removal from a Single Image Wenhan Yang R. Tan Jiashi Feng Jiaying Liu Zongming Guo Shuicheng Yan 135 989 0 25 Sep 2016