Understanding the Impact of Image Quality and Distance of Objects to
Object Detection Performance

Understanding the Impact of Image Quality and Distance of Objects to Object Detection Performance

17 September 2022

Zhongzheng Yuan

John-Ross Rizzo

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Papers citing "Understanding the Impact of Image Quality and Distance of Objects to Object Detection Performance"

13 / 13 papers shown

Title
Detect and Approach: Close-Range Navigation Support for People with Blindness and Low Vision Yu Hao Junchi Feng John-Ross Rizzo Yao Wang Yi Fang 42 11 0 17 Aug 2022
TJU-DHD: A Diverse High-Resolution Dataset for Object Detection Yanwei Pang Jiale Cao Yazhao Li Jin Xie Hanqing Sun Jinfeng Gong ObjD 79 66 0 18 Nov 2020
Learning Object-specific Distance from a Monocular Image Jing Zhu Yi Fang Husam Abu-Haimed Kuo-Chin Lien Dongdong Fu Junli Gu 61 63 0 09 Sep 2019
BDD100K: A Diverse Driving Dataset for Heterogeneous Multitask Learning Feng Yu Haofeng Chen Xin Wang Wenqi Xian Yingying Chen Fangchen Liu Vashisht Madhavan Trevor Darrell VLM 346 2,158 0 12 May 2018
YOLOv3: An Incremental Improvement Joseph Redmon Ali Farhadi ObjD 136 21,495 0 08 Apr 2018
Path Aggregation Network for Instance Segmentation Shu Liu Lu Qi Haifang Qin Jianping Shi Jiaya Jia ISeg SSeg 144 5,781 0 05 Mar 2018
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 29,915 0 08 Dec 2015
You Only Look Once: Unified, Real-Time Object Detection Joseph Redmon S. Divvala Ross B. Girshick Ali Farhadi ObjD 742 37,085 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 535 62,477 0 04 Jun 2015
Fast R-CNN Ross B. Girshick ObjD 312 25,087 0 30 Apr 2015
Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun ObjD 416 11,242 0 18 Jun 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 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