RestoreDet: Degradation Equivariant Representation for Object Detection in Low Resolution Images

7 January 2022

Ziteng Cui

Guo-Jun Qi

Papers citing "RestoreDet: Degradation Equivariant Representation for Object Detection in Low Resolution Images"

50 / 58 papers shown

Title
Multitask AET with Orthogonal Tangent Regularity for Dark Object Detection Ziteng Cui Guo-Jun Qi Lin Gu Shaodi You Zenghui Zhang Tatsuya Harada ViT 83 99 0 06 May 2022
Dynamic Attentive Graph Learning for Image Restoration Chong Mou Jian Zhang Zhuoyuan Wu DiffM 98 82 0 14 Sep 2021
SwinIR: Image Restoration Using Swin Transformer Christos Sakaridis Jie Cao Guolei Sun Peng Sun Luc Van Gool Radu Timofte ViT 181 2,911 0 23 Aug 2021
Fast Convergence of DETR with Spatially Modulated Co-Attention Peng Gao Minghang Zheng Xiaogang Wang Jifeng Dai Hongsheng Li ViT 70 307 0 05 Aug 2021
Container: Context Aggregation Network Peng Gao Jiasen Lu Hongsheng Li Roozbeh Mottaghi Aniruddha Kembhavi ViT 74 72 0 02 Jun 2021
HLA-Face: Joint High-Low Adaptation for Low Light Face Detection Wenjing Wang Wenhan Yang Jiaying Liu CVBM VLM 81 68 0 05 Apr 2021
Unsupervised Degradation Representation Learning for Blind Super-Resolution Longguang Wang Yingqian Wang Xiaoyu Dong Qingyu Xu Jungang Yang W. An Yulan Guo 55 317 0 01 Apr 2021
Designing a Practical Degradation Model for Deep Blind Image Super-Resolution Peng Sun Christos Sakaridis Luc Van Gool Radu Timofte 101 586 0 25 Mar 2021
Learning to Resize Images for Computer Vision Tasks Hossein Talebi P. Milanfar 54 120 0 17 Mar 2021
You Only Look One-level Feature Qiang Chen Yingming Wang Tong Yang Xinming Zhang Jian Cheng Jian Sun ObjD 60 521 0 17 Mar 2021
Improved Handling of Motion Blur in Online Object Detection Mohamed Sayed Gabriel J. Brostow AAML 53 23 0 29 Nov 2020
Efficient Image Super-Resolution Using Pixel Attention Hengyuan Zhao Xiangtao Kong Jingwen He Yu Qiao Chao Dong SupR 64 335 0 02 Oct 2020
AIM 2020 Challenge on Real Image Super-Resolution: Methods and Results Pengxu Wei Hannan Lu Radu Timofte Liang Lin W. Zuo ... Jun-Ho Choi Jong-Seok Lee Feras Almasri T. Vandamme O. Debeir SupR 77 41 0 25 Sep 2020
Single Image Super-Resolution via a Holistic Attention Network Ben Niu Weilei Wen Wenqi Ren Xiangde Zhang Lianping Yang Shuzhen Wang Kaihao Zhang Xiaochun Cao Haifeng Shen SupR 60 627 0 20 Aug 2020
Cross-Scale Internal Graph Neural Network for Image Super-Resolution Shangchen Zhou Jiawei Zhang W. Zuo Chen Change Loy SupR 55 215 0 30 Jun 2020
End-to-End Object Detection with Transformers Nicolas Carion Francisco Massa Gabriel Synnaeve Nicolas Usunier Alexander Kirillov Sergey Zagoruyko ViT 3DV PINN 379 13,025 0 26 May 2020
Unified Dynamic Convolutional Network for Super-Resolution with Variational Degradations Yu-Syuan Xu Shou-Yao Roy Tseng Yu-Wen Tseng Hsien-Kai Kuo Yi-Min Tsai SupR 60 122 0 15 Apr 2020
A Physics-based Noise Formation Model for Extreme Low-light Raw Denoising Kaixuan Wei Ying Fu Jiaolong Yang Hua Huang DiffM 57 210 0 28 Mar 2020
Deep Unfolding Network for Image Super-Resolution Peng Sun Luc Van Gool Radu Timofte SupR 154 544 0 23 Mar 2020
CycleISP: Real Image Restoration via Improved Data Synthesis Syed Waqas Zamir Aditya Arora Salman Khan Munawar Hayat Fahad Shahbaz Khan Ming-Hsuan Yang Ling Shao DiffM 142 343 0 17 Mar 2020
What Else Can Fool Deep Learning? Addressing Color Constancy Errors on Deep Neural Network Performance Mahmoud Afifi M. Brown AAML 58 115 0 15 Dec 2019
Lightweight Image Super-Resolution with Information Multi-distillation Network Zheng Hui Xinbo Gao Yunchu Yang Xiumei Wang SupR 96 891 0 26 Sep 2019
Blind Super-Resolution Kernel Estimation using an Internal-GAN Sefi Bell-Kligler Assaf Shocher Michal Irani SupR 64 454 0 14 Sep 2019
SROBB: Targeted Perceptual Loss for Single Image Super-Resolution Mohammad Saeed Rad Behzad Bozorgtabar Urs-Viktor Marti Max Basler H. K. Ekenel Jean-Philippe Thiran SupR 44 123 0 20 Aug 2019
Benchmarking the Robustness of Semantic Segmentation Models Christoph Kamann Carsten Rother VLM UQCV 50 165 0 14 Aug 2019
MMDetection: Open MMLab Detection Toolbox and Benchmark Kai-xiang Chen Jiaqi Wang Jiangmiao Pang Yuhang Cao Yu Xiong ... Jingdong Wang Jianping Shi Wanli Ouyang Chen Change Loy Dahua Lin VOS 140 2,866 0 17 Jun 2019
Objects as Points Xingyi Zhou Dequan Wang Philipp Krahenbuhl 3DPC 107 3,255 0 16 Apr 2019
$UG$^{2+}$ Track 2: A Collective Benchmark Effort for Evaluating and Advancing Image Understanding in Poor Visibility Environments$ UG $^{2+}$ Track 2: A Collective Benchmark Effort for Evaluating and Advancing Image Understanding in Poor Visibility Environments Ye Yuan Wenhan Yang Wenqi Ren Xin Liu Cheng Chi Haiquan Wang 3DV 77 234 0 09 Apr 2019
Blind Super-Resolution With Iterative Kernel Correction Jinjin Gu Hannan Lu W. Zuo Chao Dong SupR 77 474 0 06 Apr 2019
Toward Real-World Single Image Super-Resolution: A New Benchmark and A New Model Jianrui Cai Huiyu Zeng Hongwei Yong Zisheng Cao Lei Zhang SupR 82 506 0 01 Apr 2019
Meta-SR: A Magnification-Arbitrary Network for Super-Resolution Xuecai Hu Haoyuan Mu Xiangyu Zhang Zilei Wang Tieniu Tan Jian Sun SupR 70 405 0 03 Mar 2019
AET vs. AED: Unsupervised Representation Learning by Auto-Encoding Transformations rather than Data Liheng Zhang Guo-Jun Qi Liqiang Wang Jiebo Luo 35 203 0 14 Jan 2019
The Effects of Super-Resolution on Object Detection Performance in Satellite Imagery Jacob Shermeyer A. V. Etten ObjD 57 218 0 10 Dec 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 146 3,726 0 01 Sep 2018
Image Super-Resolution Using Very Deep Residual Channel Attention Networks Yulun Zhang Kunpeng Li Kai Li Lichen Wang Bineng Zhong Y. Fu SupR 103 4,319 0 08 Jul 2018
Task-Driven Super Resolution: Object Detection in Low-resolution Images Muhammad Haris Gregory Shakhnarovich Norimichi Ukita 62 174 0 30 Mar 2018
Deep Back-Projection Networks For Super-Resolution Muhammad Haris Gregory Shakhnarovich Norimichi Ukita SupR 86 1,329 0 07 Mar 2018
Residual Dense Network for Image Super-Resolution Yulun Zhang Yapeng Tian Yu Kong Bineng Zhong Y. Fu SupR 138 3,319 0 24 Feb 2018
Learning a Single Convolutional Super-Resolution Network for Multiple Degradations Peng Sun W. Zuo Lei Zhang SupR 89 911 0 17 Dec 2017
"Zero-Shot" Super-Resolution using Deep Internal Learning Assaf Shocher Nadav Cohen Michal Irani SupR 84 854 0 17 Dec 2017
Dynamic Routing Between Capsules S. Sabour Nicholas Frosst Geoffrey E. Hinton 174 4,595 0 26 Oct 2017
Enhanced Deep Residual Networks for Single Image Super-Resolution Bee Lim Sanghyun Son Heewon Kim Seungjun Nah Kyoung Mu Lee SupR 171 5,904 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 45 215 0 14 Jun 2017
MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications Andrew G. Howard Menglong Zhu Bo Chen Dmitry Kalenichenko Weijun Wang Tobias Weyand M. Andreetto Hartwig Adam 3DH 1.1K 20,832 0 17 Apr 2017
Deep Laplacian Pyramid Networks for Fast and Accurate Super-Resolution Wei-Sheng Lai Jia-Bin Huang Narendra Ahuja Ming-Hsuan Yang SupR 115 2,443 0 12 Apr 2017
Examining the Impact of Blur on Recognition by Convolutional Networks Igor Vasiljevic Ayan Chakrabarti Gregory Shakhnarovich 54 197 0 17 Nov 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 316 5,229 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 242 10,686 0 15 Sep 2016
SGDR: Stochastic Gradient Descent with Warm Restarts I. Loshchilov Frank Hutter ODL 324 8,116 0 13 Aug 2016
Perceptual Losses for Real-Time Style Transfer and Super-Resolution Justin Johnson Alexandre Alahi Li Fei-Fei SupR 232 10,247 0 27 Mar 2016