Improved Handling of Motion Blur in Online Object Detection

29 November 2020

Papers citing "Improved Handling of Motion Blur in Online Object Detection"

32 / 32 papers shown

Title
Segment Any-Quality Images with Generative Latent Space Enhancement Guangqian Guo Yoong Guo Xuehui Yu Wenbo Li Yaoxing Wang Shan Gao VLM 103 0 0 16 Mar 2025
Improving robustness against common corruptions by covariate shift adaptation Steffen Schneider E. Rusak L. Eck Oliver Bringmann Wieland Brendel Matthias Bethge VLM 56 474 0 30 Jun 2020
The Many Faces of Robustness: A Critical Analysis of Out-of-Distribution Generalization Dan Hendrycks Steven Basart Norman Mu Saurav Kadavath Frank Wang ... Samyak Parajuli Mike Guo D. Song Jacob Steinhardt Justin Gilmer OOD 224 1,715 0 29 Jun 2020
DetectoRS: Detecting Objects with Recursive Feature Pyramid and Switchable Atrous Convolution Siyuan Qiao Liang-Chieh Chen Alan Yuille ObjD 38 757 0 03 Jun 2020
Deblurring by Realistic Blurring Kaihao Zhang Wenhan Luo Yiran Zhong Lin Ma B. Stenger Wei Liu Hongdong Li 32 359 0 04 Apr 2020
RAFT: Recurrent All-Pairs Field Transforms for Optical Flow Zachary Teed Jia Deng MDE 170 2,583 0 26 Mar 2020
A simple way to make neural networks robust against diverse image corruptions E. Rusak Lukas Schott Roland S. Zimmermann Julian Bitterwolf Oliver Bringmann Matthias Bethge Wieland Brendel 25 63 0 16 Jan 2020
AugMix: A Simple Data Processing Method to Improve Robustness and Uncertainty Dan Hendrycks Norman Mu E. D. Cubuk Barret Zoph Justin Gilmer Balaji Lakshminarayanan OOD UQCV 70 1,293 0 05 Dec 2019
PyTorch: An Imperative Style, High-Performance Deep Learning Library Adam Paszke Sam Gross Francisco Massa Adam Lerer James Bradbury ... Sasank Chilamkurthy Benoit Steiner Lu Fang Junjie Bai Soumith Chintala ODL 106 42,038 0 03 Dec 2019
Benchmarking Robustness in Object Detection: Autonomous Driving when Winter is Coming Claudio Michaelis Benjamin Mitzkus Robert Geirhos E. Rusak Oliver Bringmann Alexander S. Ecker Matthias Bethge Wieland Brendel 3DPC 68 441 0 17 Jul 2019
Natural Adversarial Examples Dan Hendrycks Kevin Zhao Steven Basart Jacob Steinhardt D. Song OODD 153 1,454 0 16 Jul 2019
A Survey of Deep Learning-based Object Detection L. Jiao Fan Zhang Fang Liu Shuyuan Yang Lingling Li Zhixi Feng Rong Qu ObjD 36 966 0 11 Jul 2019
Benchmarking Neural Network Robustness to Common Corruptions and Perturbations Dan Hendrycks Thomas G. Dietterich OOD VLM 67 3,399 0 28 Mar 2019
ImageNet-trained CNNs are biased towards texture; increasing shape bias improves accuracy and robustness Robert Geirhos Patricia Rubisch Claudio Michaelis Matthias Bethge Felix Wichmann Wieland Brendel 63 2,647 0 29 Nov 2018
Learning to Synthesize Motion Blur Tim Brooks Jonathan T. Barron 81 78 0 27 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
Learning to Zoom: a Saliency-Based Sampling Layer for Neural Networks Adrià Recasens Petr Kellnhofer Simon Stent Wojciech Matusik Antonio Torralba 49 131 0 10 Sep 2018
Deep Learning for Generic Object Detection: A Survey Li Liu Wanli Ouyang Xiaogang Wang Paul Fieguth Jie Chen Xinwang Liu M. Pietikäinen ObjD VLM OOD 132 2,438 0 06 Sep 2018
Object Detection in Video with Spatiotemporal Sampling Networks Gedas Bertasius Lorenzo Torresani Jianbo Shi ViT 39 220 0 15 Mar 2018
Scale-recurrent Network for Deep Image Deblurring Xin Tao Hongyun Gao Yi Wang Xiaoyong Shen Jue Wang Jiaya Jia SupR 55 1,098 0 06 Feb 2018
DeblurGAN: Blind Motion Deblurring Using Conditional Adversarial Networks Orest Kupyn Volodymyr Budzan Mykola Mykhailych Dmytro Mishkin Jirí Matas 3DV 49 1,457 0 19 Nov 2017
Feature Pyramid Networks for Object Detection Nayeon Lee Piotr Dollár Ross B. Girshick Kaiming He Bharath Hariharan Serge J. Belongie ObjD 384 21,951 0 09 Dec 2016
Deep Multi-scale Convolutional Neural Network for Dynamic Scene Deblurring Seungjun Nah Tae Hyun Kim Kyoung Mu Lee 115 1,959 0 07 Dec 2016
Examining the Impact of Blur on Recognition by Convolutional Networks Igor Vasiljevic Ayan Chakrabarti Gregory Shakhnarovich 36 197 0 17 Nov 2016
A Neural Approach to Blind Motion Deblurring Ayan Chakrabarti 24 431 0 15 Mar 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 998 192,638 0 10 Dec 2015
Spatial Transformer Networks Max Jaderberg Karen Simonyan Andrew Zisserman Koray Kavukcuoglu 240 7,361 0 05 Jun 2015
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks Shaoqing Ren Kaiming He Ross B. Girshick Jian Sun AIMat ObjD 343 61,900 0 04 Jun 2015
Learning a Convolutional Neural Network for Non-uniform Motion Blur Removal Jian Sun Wenfei Cao Zongben Xu Jean Ponce 46 840 0 02 Mar 2015
Learning to Deblur Christian J. Schuler M. Hirsch Stefan Harmeling Bernhard Schölkopf 56 529 0 28 Jun 2014
Return of the Devil in the Details: Delving Deep into Convolutional Nets Ken Chatfield Karen Simonyan Andrea Vedaldi Andrew Zisserman FAtt 148 3,414 0 14 May 2014
Microsoft COCO: Common Objects in Context Nayeon Lee Michael Maire Serge J. Belongie Lubomir Bourdev Ross B. Girshick James Hays Pietro Perona Deva Ramanan C. L. Zitnick Piotr Dollár ObjD 154 43,290 0 01 May 2014