EventSR: From Asynchronous Events to Image Reconstruction, Restoration, and Super-Resolution via End-to-End Adversarial Learning

17 March 2020

Lin Wang

Kuk-Jin Yoon

Papers citing "EventSR: From Asynchronous Events to Image Reconstruction, Restoration, and Super-Resolution via End-to-End Adversarial Learning"

36 / 36 papers shown

Title
Deceiving Image-to-Image Translation Networks for Autonomous Driving with Adversarial Perturbations Lin Wang Wonjune Cho Kuk-Jin Yoon AAML 41 24 0 06 Jan 2020
Events-to-Video: Bringing Modern Computer Vision to Event Cameras Henri Rebecq René Ranftl V. Koltun Davide Scaramuzza VGen 48 361 0 17 Apr 2019
End-to-End Learning of Representations for Asynchronous Event-Based Data Daniel Gehrig Antonio Loquercio Konstantinos G. Derpanis Davide Scaramuzza DRL AI4TS 58 330 0 17 Apr 2019
A Deep Journey into Super-resolution: A survey Saeed Anwar Salman Khan Nick Barnes SupR 34 407 0 16 Apr 2019
Focus Is All You Need: Loss Functions For Event-based Vision Guillermo Gallego Mathias Gehrig Davide Scaramuzza 50 136 0 15 Apr 2019
Unsupervised Event-based Learning of Optical Flow, Depth, and Egomotion A. Z. Zhu Liangzhe Yuan Kenneth Chaney Kostas Daniilidis MDE 62 527 0 19 Dec 2018
Unsupervised Degradation Learning for Single Image Super-Resolution Tianyu Zhao Wenqi Ren Changqing Zhang Dongwei Ren Q. Hu SupR 84 42 0 11 Dec 2018
EV-SegNet: Semantic Segmentation for Event-based Cameras Inigo Alonso Ana C. Murillo 83 138 0 29 Nov 2018
Bringing a Blurry Frame Alive at High Frame-Rate with an Event Camera Liyuan Pan C. Scheerlinck Xin Yu Leonid Sigal Miaomiao Liu Yuchao Dai 50 242 0 26 Nov 2018
Event-based High Dynamic Range Image and Very High Frame Rate Video Generation using Conditional Generative Adversarial Networks Mohammad Mostafavi Lin Wang Yo-Sung Ho Kuk-Jin Yoon VGen GAN 38 205 0 20 Nov 2018
Continuous-time Intensity Estimation Using Event Cameras C. Scheerlinck Nick Barnes Robert E. Mahony 48 202 0 01 Nov 2018
Unsupervised Image Super-Resolution using Cycle-in-Cycle Generative Adversarial Networks Yuan. Yuan Siyuan Liu Jiawei Zhang Yongbing Zhang Chao Dong Liang Lin SupR 41 438 0 03 Sep 2018
ESRGAN: Enhanced Super-Resolution Generative Adversarial Networks Xintao Wang Ke Yu Shixiang Wu Jinjin Gu Yihao Liu Chao Dong Chen Change Loy Yu Qiao Xiaoou Tang 83 3,706 0 01 Sep 2018
Asynchronous, Photometric Feature Tracking using Events and Frames Daniel Gehrig Henri Rebecq Guillermo Gallego Davide Scaramuzza 61 252 0 25 Jul 2018
The relativistic discriminator: a key element missing from standard GAN Alexia Jolicoeur-Martineau GAN 28 971 0 02 Jul 2018
Asynchronous Convolutional Networks for Object Detection in Neuromorphic Cameras Marco Cannici Marco Ciccone Andrea Romanoni Matteo Matteucci ObjD 31 113 0 21 May 2018
A Unifying Contrast Maximization Framework for Event Cameras, with Applications to Motion, Depth, and Optical Flow Estimation Guillermo Gallego Henri Rebecq Davide Scaramuzza 43 326 0 04 Apr 2018
Event-based Moving Object Detection and Tracking A. Mitrokhin Cornelia Fermuller Chethan Parameshwara Yiannis Aloimonos 20 306 0 12 Mar 2018
Residual Dense Network for Image Super-Resolution Yulun Zhang Yapeng Tian Yu Kong Bineng Zhong Y. Fu SupR 101 3,299 0 24 Feb 2018
Scale-recurrent Network for Deep Image Deblurring Xin Tao Hongyun Gao Yi Wang Xiaoyong Shen Jue Wang Jiaya Jia SupR 57 1,098 0 06 Feb 2018
The Unreasonable Effectiveness of Deep Features as a Perceptual Metric Richard Y. Zhang Phillip Isola Alexei A. Efros Eli Shechtman Oliver Wang EGVM 207 11,610 0 11 Jan 2018
DeblurGAN: Blind Motion Deblurring Using Conditional Adversarial Networks Orest Kupyn Volodymyr Budzan Mykola Mykhailych Dmytro Mishkin Jirí Matas 3DV 53 1,457 0 19 Nov 2017
Enhanced Deep Residual Networks for Single Image Super-Resolution Bee Lim Sanghyun Son Heewon Kim Seungjun Nah Kyoung Mu Lee SupR 121 5,871 0 10 Jul 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 35 215 0 14 Jun 2017
Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks Jun-Yan Zhu Taesung Park Phillip Isola Alexei A. Efros GAN 79 5,556 0 30 Mar 2017
Real-Time Panoramic Tracking for Event Cameras Christian Reinbacher Gottfried Munda Thomas Pock 27 66 0 15 Mar 2017
EnhanceNet: Single Image Super-Resolution Through Automated Texture Synthesis Mehdi S. M. Sajjadi Bernhard Schölkopf M. Hirsch SupR 38 969 0 23 Dec 2016
The Event-Camera Dataset and Simulator: Event-based Data for Pose Estimation, Visual Odometry, and SLAM Elias Mueggler Henri Rebecq Guillermo Gallego T. Delbruck Davide Scaramuzza VGen 62 595 0 26 Oct 2016
Real-Time Single Image and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural Network Wenzhe Shi Jose Caballero Ferenc Huszár J. Totz Andrew P. Aitken Rob Bishop Daniel Rueckert Zehan Wang SupR 307 5,205 0 16 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 215 10,646 0 15 Sep 2016
Accelerating the Super-Resolution Convolutional Neural Network Chao Dong Chen Change Loy Xiaoou Tang SupR 112 2,969 0 01 Aug 2016
Real-Time Intensity-Image Reconstruction for Event Cameras Using Manifold Regularisation Christian Reinbacher Gottfried Munda Thomas Pock 32 200 0 21 Jul 2016
Perceptual Losses for Real-Time Style Transfer and Super-Resolution Justin Johnson Alexandre Alahi Li Fei-Fei SupR 155 10,202 0 27 Mar 2016
Accurate Image Super-Resolution Using Very Deep Convolutional Networks Jiwon Kim Jung Kwon Lee Kyoung Mu Lee SupR 83 6,164 0 14 Nov 2015
You Only Look Once: Unified, Real-Time Object Detection Joseph Redmon S. Divvala Ross B. Girshick Ali Farhadi ObjD 512 36,643 0 08 Jun 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 527 149,474 0 22 Dec 2014