Multitask AET with Orthogonal Tangent Regularity for Dark Object Detection

6 May 2022

Ziteng Cui

Guo-Jun Qi

Papers citing "Multitask AET with Orthogonal Tangent Regularity for Dark Object Detection"

31 / 31 papers shown

Title
Dual Degradation-Inspired Deep Unfolding Network for Low-Light Image Enhancement Huake Wang Xingsong Hou Xiaoyang Yan Kaibing Zhang Xiangyong Cao Xueming Qian 152 0 0 03 Jan 2025
Exploring Image Enhancement for Salient Object Detection in Low Light Images Xin Xu Shiqin Wang Zechuan Wang Xiaolong Zhang R. Hu 33 67 0 31 Jul 2020
Zero-Reference Deep Curve Estimation for Low-Light Image Enhancement Chunle Guo Chongyi Li Jichang Guo Chen Change Loy Junhui Hou Sam Kwong Runmin Cong DiffM 3DV 89 1,356 0 19 Jan 2020
Gradient Surgery for Multi-Task Learning Tianhe Yu Saurabh Kumar Abhishek Gupta Sergey Levine Karol Hausman Chelsea Finn 165 1,213 0 19 Jan 2020
Regularizing Deep Multi-Task Networks using Orthogonal Gradients Mihai Suteu Yike Guo 52 59 0 14 Dec 2019
EnAET: A Self-Trained framework for Semi-Supervised and Supervised Learning with Ensemble Transformations Tianlin Li Daisuke Kihara Jiebo Luo Guo-Jun Qi OOD 53 34 0 21 Nov 2019
Handheld Mobile Photography in Very Low Light O. Liba K. Murthy Yun-Ta Tsai Tim Brooks Tianfan Xue ... Dillon Sharlet Ryan Geiss Samuel W. Hasinoff Yael Pritch M. Levoy 114 112 0 24 Oct 2019
Attention Guided Low-light Image Enhancement with a Large Scale Low-light Simulation Dataset Feifan Lv Yu Li Feng Lu 3DV 61 272 0 02 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 137 2,866 0 17 Jun 2019
EnlightenGAN: Deep Light Enhancement without Paired Supervision Yi Ding Xinyu Gong Ding Liu Yu Cheng Chen Fang Xiaohui Shen Jianchao Yang Pan Zhou Zhangyang Wang 64 1,567 0 17 Jun 2019
Kindling the Darkness: A Practical Low-light Image Enhancer Yonghua Zhang Jiawan Zhang Xiaojie Guo 109 1,204 0 04 May 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
AVT: Unsupervised Learning of Transformation Equivariant Representations by Autoencoding Variational Transformations Guo-Jun Qi Liheng Zhang Chang Wen Chen Qi Tian DRL 46 41 0 23 Mar 2019
Automatic ISP image quality tuning using non-linear optimization Jun Nishimura Timo Gerasimow R. Sushma Aleksandar Sutic Chyuan-Tyng Wu G. Michael 44 37 0 24 Feb 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
Unprocessing Images for Learned Raw Denoising Tim Brooks B. Mildenhall Tianfan Xue Jiawen Chen Dillon Sharlet Jonathan T. Barron 73 440 0 27 Nov 2018
Deep Retinex Decomposition for Low-Light Enhancement Chen Wei Wenjing Wang Wenhan Yang Jiaying Liu 96 1,723 0 14 Aug 2018
Getting to Know Low-light Images with The Exclusively Dark Dataset Y. P. Loh Chee Seng Chan 79 555 0 29 May 2018
Learning to See in the Dark Cheng Chen Qifeng Chen Jia Xu V. Koltun 278 1,184 0 04 May 2018
Pushing the Limits of Unconstrained Face Detection: a Challenge Dataset and Baseline Results Hajime Nada Vishwanath A. Sindagi He Zhang Vishal M. Patel CVBM 107 72 0 26 Apr 2018
YOLOv3: An Incremental Improvement Joseph Redmon Ali Farhadi ObjD 111 21,442 0 08 Apr 2018
MSR-net:Low-light Image Enhancement Using Deep Convolutional Network Liang Shen Zihan Yue Fan Feng Quan Chen Shihao Liu Jie Ma 59 272 0 07 Nov 2017
Benchmarking Denoising Algorithms with Real Photographs Tobias Plötz Stefan Roth 61 588 0 05 Jul 2017
Learning the image processing pipeline Haomiao Jiang Qiyuan Tian J. Farrell B. Wandell 34 50 0 30 May 2016
Context Encoders: Feature Learning by Inpainting Deepak Pathak Philipp Krahenbuhl Jeff Donahue Trevor Darrell Alexei A. Efros SSL 67 5,293 0 25 Apr 2016
Unsupervised Learning of Visual Representations by Solving Jigsaw Puzzles M. Noroozi Paolo Favaro SSL 168 2,979 0 30 Mar 2016
LLNet: A Deep Autoencoder Approach to Natural Low-light Image Enhancement Kin Gwn Lore Adedotun Akintayo Soumik Sarkar 38 1,461 0 12 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 499 62,243 0 04 Jun 2015
RENOIR - A Dataset for Real Low-Light Image Noise Reduction Josue Anaya Adrian Barbu 61 173 0 29 Sep 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 413 43,638 0 01 May 2014