You Only Look Around: Learning Illumination Invariant Feature for Low-light Object Detection

24 October 2024

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Papers citing "You Only Look Around: Learning Illumination Invariant Feature for Low-light Object Detection"

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Title
GDIP: Gated Differentiable Image Processing for Object-Detection in Adverse Conditions Sanket Kalwar Dhruv V. Patel Aakash Aanegola Krishna Reddy Konda Sourav Garg K. M. Krishna 83 41 0 29 Sep 2022
You Only Need 90K Parameters to Adapt Light: A Light Weight Transformer for Image Enhancement and Exposure Correction Ziteng Cui Kunchang Li Lin Gu Sheng Su Peng Gao Zhengkai Jiang Yu Qiao Tatsuya Harada ViT 189 145 0 30 May 2022
Multitask AET with Orthogonal Tangent Regularity for Dark Object Detection Ziteng Cui Guo-Jun Qi Lin Gu Shaodi You Zenghui Zhang Tatsuya Harada ViT 100 100 0 06 May 2022
Image-Adaptive YOLO for Object Detection in Adverse Weather Conditions Wenyu Liu Gaofeng Ren Runsheng Yu Shi Guo Jianke Zhu Lei Zhang 73 370 0 15 Dec 2021
TOOD: Task-aligned One-stage Object Detection Chengjian Feng Yujie Zhong Yu Gao Matthew R. Scott Weilin Huang ObjD 96 748 0 17 Aug 2021
Retinex-inspired Unrolling with Cooperative Prior Architecture Search for Low-light Image Enhancement Risheng Liu Long Ma Jiaao Zhang Xin-Yue Fan Zhongxuan Luo 108 588 0 10 Dec 2020
End-to-End Object Detection with Transformers Nicolas Carion Francisco Massa Gabriel Synnaeve Nicolas Usunier Alexander Kirillov Sergey Zagoruyko ViT 3DV PINN 454 13,130 0 26 May 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 103 1,365 0 19 Jan 2020
Bridging the Gap Between Anchor-based and Anchor-free Detection via Adaptive Training Sample Selection Shifeng Zhang Cheng Chi Yongqiang Yao Zhen Lei Stan Z. Li ObjD 169 1,548 0 05 Dec 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 179 2,883 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 103 1,571 0 17 Jun 2019
Kindling the Darkness: A Practical Low-light Image Enhancer Yonghua Zhang Jiawan Zhang Xiaojie Guo 120 1,208 0 04 May 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 131 238 0 09 Apr 2019
FCOS: Fully Convolutional One-Stage Object Detection Zhi Tian Chunhua Shen Hao Chen Tong He ObjD 152 5,018 0 02 Apr 2019
Getting to Know Low-light Images with The Exclusively Dark Dataset Y. P. Loh Chee Seng Chan 86 558 0 29 May 2018
YOLOv3: An Incremental Improvement Joseph Redmon Ali Farhadi ObjD 136 21,495 0 08 Apr 2018
Mask R-CNN Kaiming He Georgia Gkioxari Piotr Dollár Ross B. Girshick ObjD 372 27,253 0 20 Mar 2017
YOLO9000: Better, Faster, Stronger Joseph Redmon Ali Farhadi VLM ObjD 183 15,641 0 25 Dec 2016
Joint Face Detection and Alignment using Multi-task Cascaded Convolutional Networks Kaipeng Zhang Zhanpeng Zhang Zhifeng Li Yu Qiao CVBM 178 4,979 0 11 Apr 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 29,879 0 08 Dec 2015
You Only Look Once: Unified, Real-Time Object Detection Joseph Redmon S. Divvala Ross B. Girshick Ali Farhadi ObjD 742 37,033 0 08 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 533 62,409 0 04 Jun 2015
Fast R-CNN Ross B. Girshick ObjD 312 25,087 0 30 Apr 2015
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 437 43,875 0 01 May 2014
Rich feature hierarchies for accurate object detection and semantic segmentation Ross B. Girshick Jeff Donahue Trevor Darrell Jitendra Malik ObjD 295 26,223 0 11 Nov 2013