Rain rendering for evaluating and improving robustness to bad weather

6 September 2020

Maxime Tremblay

Shirsendu Sukanta Halder

Raoul de Charette

Jean-François Lalonde

ArXiv (abs)PDF HTML

Papers citing "Rain rendering for evaluating and improving robustness to bad weather"

42 / 42 papers shown

Title
PRE-Mamba: A 4D State Space Model for Ultra-High-Frequent Event Camera Deraining Ciyu Ruan Ruishan Guo Zihang Gong Jinfeng Xu Wenhan Yang Xinlei Chen Mamba 104 0 0 08 May 2025
SemI2I: Semantically Consistent Image-to-Image Translation for Domain Adaptation of Remote Sensing Data O. Tasar S. Happy Y. Tarabalka Pierre Alliez TTA GAN 55 24 0 14 Feb 2020
Physics-Based Rendering for Improving Robustness to Rain Shirsendu Sukanta Halder Jean-François Lalonde Raoul de Charette 113 110 0 27 Aug 2019
From Big to Small: Multi-Scale Local Planar Guidance for Monocular Depth Estimation Jin Han Lee Myung-Kyu Han D. W. Ko I. Suh 3DV MDE 150 683 0 24 Jul 2019
Pixel-Accurate Depth Evaluation in Realistic Driving Scenarios Tobias Gruber Mario Bijelic Felix Heide W. Ritter Klaus C. J. Dietmayer MDE 3DV 114 29 0 21 Jun 2019
All-Weather Deep Outdoor Lighting Estimation Jinsong Zhang Kalyan Sunkavalli Yannick Hold-Geoffroy Sunil Hadap Jonathan Eisenmann Jean-François Lalonde 3DV 60 76 0 12 Jun 2019
Deep Sky Modeling for Single Image Outdoor Lighting Estimation Yannick Hold-Geoffroy A. Athawale Jean-François Lalonde 3DV 55 121 0 10 May 2019
Few-Shot Unsupervised Image-to-Image Translation Ming-Yuan Liu Xun Huang Arun Mallya Tero Karras Timo Aila J. Lehtinen Jan Kautz 71 610 0 05 May 2019
nuScenes: A multimodal dataset for autonomous driving Holger Caesar Varun Bankiti Alex H. Lang Sourabh Vora Venice Erin Liong Qiang Xu Anush Krishnan Yuxin Pan G. Baldan Oscar Beijbom 3DPC 301 5,790 0 26 Mar 2019
Dual Residual Networks Leveraging the Potential of Paired Operations for Image Restoration Xing Liu Masanori Suganuma Zhun Sun Takayuki Okatani 69 205 0 21 Mar 2019
Seeing Through Fog Without Seeing Fog: Deep Multimodal Sensor Fusion in Unseen Adverse Weather Mario Bijelic Tobias Gruber Fahim Mannan Florian Kraus W. Ritter Klaus C. J. Dietmayer Felix Heide 66 41 0 24 Feb 2019
I Can See Clearly Now : Image Restoration via De-Raining Horia Porav Tom Bruls Paul Newman 62 92 0 03 Jan 2019
Large Scale GAN Training for High Fidelity Natural Image Synthesis Andrew Brock Jeff Donahue Karen Simonyan 274 5,407 0 28 Sep 2018
Recycle-GAN: Unsupervised Video Retargeting Aayush Bansal Shugao Ma Deva Ramanan Yaser Sheikh VGen DiffM 92 297 0 15 Aug 2018
Sparse and Dense Data with CNNs: Depth Completion and Semantic Segmentation M. Jaritz Raoul de Charette É. Wirbel Xavier Perrotton F. Nashashibi 3DPC 3DV MDE 66 268 0 02 Aug 2018
Multimodal Unsupervised Image-to-Image Translation Xun Huang Ming-Yuan Liu Serge J. Belongie Jan Kautz 137 2,485 0 12 Apr 2018
ESPNet: Efficient Spatial Pyramid of Dilated Convolutions for Semantic Segmentation Sachin Mehta Mohammad Rastegari A. Caspi Linda G. Shapiro Hannaneh Hajishirzi SSeg 123 783 0 19 Mar 2018
Learning to Adapt Structured Output Space for Semantic Segmentation Yi-Hsuan Tsai Wei-Chih Hung S. Schulter Kihyuk Sohn Ming-Hsuan Yang Manmohan Chandraker OOD SSeg 160 1,550 0 28 Feb 2018
Density-aware Single Image De-raining using a Multi-stream Dense Network He Zhang Vishal M. Patel 120 857 0 21 Feb 2018
Semantic-aware Grad-GAN for Virtual-to-Real Urban Scene Adaption Peilun Li Xiaodan Liang Daoyuan Jia Eric Xing 88 94 0 05 Jan 2018
Semantic Foggy Scene Understanding with Synthetic Data Daniel Gehrig Dengxin Dai Luc Van Gool 120 1,110 0 25 Aug 2017
DSOD: Learning Deeply Supervised Object Detectors from Scratch Zhiqiang Shen Zhuang Liu Jianguo Li Yu-Gang Jiang Yurong Chen Xiangyang Xue ObjD 81 601 0 03 Aug 2017
ICNet for Real-Time Semantic Segmentation on High-Resolution Images Hengshuang Zhao Xiaojuan Qi Xiaoyong Shen Jianping Shi Jiaya Jia SSeg 96 1,415 0 27 Apr 2017
DualGAN: Unsupervised Dual Learning for Image-to-Image Translation Zili Yi Hao Zhang P. Tan Minglun Gong GAN VLM 143 1,946 0 08 Apr 2017
Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks Jun-Yan Zhu Taesung Park Phillip Isola Alexei A. Efros GAN 136 5,555 0 30 Mar 2017
Unsupervised Image-to-Image Translation Networks Ming-Yuan Liu Thomas Breuel Jan Kautz VLM 171 2,737 0 02 Mar 2017
Image De-raining Using a Conditional Generative Adversarial Network He Zhang Vishwanath A. Sindagi Vishal M. Patel GAN 179 1,022 0 21 Jan 2017
YOLO9000: Better, Faster, Stronger Joseph Redmon Ali Farhadi VLM ObjD 183 15,641 0 25 Dec 2016
Pyramid Scene Parsing Network Hengshuang Zhao Jianping Shi Xiaojuan Qi Xiaogang Wang Jiaya Jia VOS SSeg 665 12,046 0 04 Dec 2016
Image-to-Image Translation with Conditional Adversarial Networks Phillip Isola Jun-Yan Zhu Tinghui Zhou Alexei A. Efros SSeg 340 19,711 0 21 Nov 2016
Deep Outdoor Illumination Estimation Yannick Hold-Geoffroy Kalyan Sunkavalli Sunil Hadap Emiliano Gambaretto Jean-François Lalonde 3DV 57 210 0 19 Nov 2016
Driving in the Matrix: Can Virtual Worlds Replace Human-Generated Annotations for Real World Tasks? Matthew Johnson-Roberson Charlie Barto Rounak Mehta S. N. Sridhar Karl Rosaen Ram Vasudevan 125 617 0 06 Oct 2016
Deep Joint Rain Detection and Removal from a Single Image Wenhan Yang R. Tan Jiashi Feng Jiaying Liu Zongming Guo Shuicheng Yan 198 1,009 0 25 Sep 2016
Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network C. Ledig Lucas Theis Ferenc Huszár Jose Caballero Andrew Cunningham ... Andrew P. Aitken Alykhan Tejani J. Totz Zehan Wang Wenzhe Shi GAN 244 10,729 0 15 Sep 2016
Unsupervised Monocular Depth Estimation with Left-Right Consistency Clément Godard Oisin Mac Aodha Gabriel J. Brostow MDE 157 2,888 0 13 Sep 2016
R-FCN: Object Detection via Region-based Fully Convolutional Networks Jifeng Dai Yi Li Kaiming He Jian Sun ObjD 185 5,650 0 20 May 2016
The Cityscapes Dataset for Semantic Urban Scene Understanding Marius Cordts Mohamed Omran Sebastian Ramos Timo Rehfeld Markus Enzweiler Rodrigo Benenson Uwe Franke Stefan Roth Bernt Schiele 1.1K 11,654 0 06 Apr 2016
Perceptual Losses for Real-Time Style Transfer and Super-Resolution Justin Johnson Alexandre Alahi Li Fei-Fei SupR 262 10,273 0 27 Mar 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 257 29,915 0 08 Dec 2015
The Fast Bilateral Solver Jonathan T. Barron Ben Poole 240 372 0 10 Nov 2015
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks Shaoqing Ren Kaiming He Ross B. Girshick Jian Sun AIMat ObjD 537 62,477 0 04 Jun 2015
Image Super-Resolution Using Deep Convolutional Networks Chao Dong Chen Change Loy Kaiming He Xiaoou Tang SupR 166 8,099 0 31 Dec 2014