Single Image Deraining: A Comprehensive Benchmark Analysis

20 March 2019

Siyuan Li

I. B. Araujo

Wenqi Ren

Zhangyang Wang

Eric K. Tokuda

Roberto Hirata Junior

Papers citing "Single Image Deraining: A Comprehensive Benchmark Analysis"

26 / 26 papers shown

Title
Task-driven Image Fusion with Learnable Fusion Loss Haowen Bai Jiangshe Zhang Zixiang Zhao Yichen Wu Lilun Deng Yukun Cui Tao Feng Shuang Xu 163 2 0 04 Dec 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 101 34 0 17 Jun 2024
ASCNet: Asymmetric Sampling Correction Network for Infrared Image Destriping Shuai Yuan Hanlin Qin Xiang Yan Shiqi Yang Shuowen Yang Naveed Akhtar Huixin Zhou 96 6 0 28 Jan 2024
DAWN: Vehicle Detection in Adverse Weather Nature Dataset Mourad A. Kenk M. Hassaballah 44 96 0 12 Aug 2020
Multi-Scale Progressive Fusion Network for Single Image Deraining Kui Jiang Zhongyuan Wang Peng Yi Chong Chen Baojin Huang Yimin Luo Jiayi Ma Junjun Jiang 57 588 0 24 Mar 2020
Bridging the Gap Between Computational Photography and Visual Recognition Rosaura G. VidalMata Sreya Banerjee Brandon RichardWebster Michael Albright Pedro Davalos ... Wen-Chi Chin Yi-Chun Li M. Lababidi C. Otto Walter J. Scheirer 33 55 0 28 Jan 2019
Does Haze Removal Help CNN-based Image Classification? Yanting Pei Yaping Huang Qi Zou Yuhang Lu Song Wang 36 71 0 12 Oct 2018
Improved Techniques for Learning to Dehaze and Beyond: A Collective Study Yu Liu Guanlong Zhao Boyuan Gong Yongqian Li Ritu Raj ... Satya Kesav Sandeep Gottimukkala Zhangyang Wang Wenqi Ren Dacheng Tao VLM 127 40 0 30 Jun 2018
YOLOv3: An Incremental Improvement Joseph Redmon Ali Farhadi ObjD 93 21,306 0 08 Apr 2018
Domain Adaptive Faster R-CNN for Object Detection in the Wild Yuhua Chen Wen Li Daniel Gehrig Dengxin Dai Luc Van Gool OOD ObjD 91 1,291 0 08 Mar 2018
Density-aware Single Image De-raining using a Multi-stream Dense Network He Zhang Vishal M. Patel 86 851 0 21 Feb 2018
Benchmarking Single Image Dehazing and Beyond Boyi Li Wenqi Ren Dengpan Fu Dacheng Tao Dan Feng Wenjun Zeng Zhangyang Wang VLM 65 1,515 0 12 Dec 2017
Attentive Generative Adversarial Network for Raindrop Removal from a Single Image Rui Qian R. Tan Wenhan Yang Jiajun Su Jiaying Liu GAN 76 631 0 28 Nov 2017
DeblurGAN: Blind Motion Deblurring Using Conditional Adversarial Networks Orest Kupyn Volodymyr Budzan Mykola Mykhailych Dmytro Mishkin Jirí Matas 3DV 56 1,457 0 19 Nov 2017
End-to-End United Video Dehazing and Detection Boyi Li Xiulian Peng Zhangyang Wang Jizheng Xu Dan Feng 66 110 0 12 Sep 2017
Focal Loss for Dense Object Detection Nayeon Lee Priya Goyal Ross B. Girshick Kaiming He Piotr Dollár ObjD 102 2,993 0 07 Aug 2017
When Image Denoising Meets High-Level Vision Tasks: A Deep Learning Approach Ding Liu Bihan Wen Xianming Liu Zhangyang Wang Thomas S. Huang VLM 42 215 0 14 Jun 2017
Learning Deep CNN Denoiser Prior for Image Restoration Peng Sun W. Zuo Shuhang Gu Lei Zhang SupR 126 1,841 0 11 Apr 2017
Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks Jun-Yan Zhu Taesung Park Phillip Isola Alexei A. Efros GAN 96 5,556 0 30 Mar 2017
Image De-raining Using a Conditional Generative Adversarial Network He Zhang Vishwanath A. Sindagi Vishal M. Patel GAN 124 1,015 0 21 Jan 2017
Deep Joint Rain Detection and Removal from a Single Image Wenhan Yang R. Tan Jiashi Feng Jiaying Liu Zongming Guo Shuicheng Yan 171 997 0 25 Sep 2016
Clearing the Skies: A deep network architecture for single-image rain removal Xueyang Fu Jiabin Huang Xinghao Ding Yinghao Liao John Paisley 54 775 0 07 Sep 2016
Studying Very Low Resolution Recognition Using Deep Networks Zhangyang Wang Shiyu Chang Yingzhen Yang Ding Liu Thomas S. Huang 36 226 0 16 Jan 2016
SSD: Single Shot MultiBox Detector Wen Liu Dragomir Anguelov D. Erhan Christian Szegedy Scott E. Reed Cheng-Yang Fu Alexander C. Berg ObjD BDL 144 29,646 0 08 Dec 2015
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks Shaoqing Ren Kaiming He Ross B. Girshick Jian Sun AIMat ObjD 410 61,900 0 04 Jun 2015
Learning Depth from Single Monocular Images Using Deep Convolutional Neural Fields Fayao Liu Chunhua Shen Guosheng Lin Ian Reid MDE 96 1,196 0 26 Feb 2015