VisDrone-DET2019: The Vision Meets Drone Object Detection in Image Challenge Results

doi:10.1109/ICCVW.2019.00030

	VisDrone-DET2019: The Vision Meets Drone Object Detection in Image Challenge Results
	Dawei Du 1; Pengfei Zhu 2; Longyin Wen 3; Xiao Bian 4; Haibin Lin 5; Qinghua Hu 2; Tao Peng 2; Jiayu Zheng 2; Xinyao Wang 3; Yue Zhang 3; Liefeng Bo 3; Hailin Shi 6; Rui Zhu 6; Aashish Kumar 7; Aijin Li 8; Almaz Zinollayev 9; Anuar Askergaliyev 9; Arne Schumann 10; Binjie Mao 11; Byeongwon Lee 12; Chang Liu 13; Changrui Chen 14; Chunhong Pan 11; Chunlei Huo 11; Da Yu 15; DeChun Cong 16; Dening Zeng 8; Dheeraj Reddy Pailla 17; Di Li 8; Dong Wang 13; Donghyeon Cho 18; Dongyu Zhang 19; Furui Bai 20; George Jose 7; Guangyu Gao 21; Guizhong Liu 22; Haitao Xiong 23; Hao Qi 22; Haoran Wang 8; Heqian Qiu 24; HongLiang Li 24; Huchuan Lu 13; Ildoo Kim 25; Jaekyum Kim 26; Jane Shen 20; Jihoon Lee 25; Jing Ge 21; Jingjing Xu 16; Jingkai Zhou 23; Jonas Meier 10; Jun Won Choi 26; Junhao Hu27 ; Junyi Zhang 19; Junying Huang 19; Kaiqi Huang 11; Keyang Wang 28; Lars Sommer 10; Lei Jin27 ; Lei Zhang 28; Lianghua Huang 11; Lin Sun 29; Lucas Steinmann 10; Meixia Jia 8; Nuo Xu 11; Pengyi Zhang 21; Qiang Chen 11; Qingxuan Lv 14; Qiong Liu 23; Qishang Cheng 24; Sai Saketh Chennamsetty 17; Shuhao Chen 13; Shuo Wei 14; Srinivas S S Kruthiventi 7; Sungeun Hong 18; Sungil Kang 18; Tong Wu 21; Tuo Feng 8; Varghese Alex Kollerathu 17; Wanqi Li 22; Wei Dai 30; Weida Qin 23; Weiyang Wang 30; Xiaorui Wang 14; Xiaoyu Chen 24; Xin Chen 13; Xin Sun 14; Xin Zhang 11; Xin Zhao 11; Xindi Zhang 31; Xinyu Zhang 13; Xuankun Chen 19; Xudong Wei 22; Xuzhang Zhang 32; Yanchao Li 20; Yifu Chen 15; Yu Heng Toh 20; Yu Zhang 14; Yu Zhu 11; Yunxin Zhong 21; Zexin Wang 8; Zhikang Wang 20; Zichen Song 24; Ziming Liu 21
	2019-10
会议录名称	2019 IEEE/CVF INTERNATIONAL CONFERENCE ON COMPUTER VISION WORKSHOP (ICCVW)
ISSN	2473-9936
页码	213-226
发表状态	已发表
DOI	10.1109/ICCVW.2019.00030
摘要	Recently, automatic visual data understanding from drone platforms becomes highly demanding. To facilitate the study, the Vision Meets Drone Object Detection in Image Challenge is held the second time in conjunction with the 17-th International Conference on Computer Vision (ICCV 2019), focuses on image object detection on drones. Results of 33 object detection algorithms are presented. For each participating detector, a short description is provided in the appendix. Our goal is to advance the state-of-the-art detection algorithms and provide a comprehensive evaluation platform for them. The evaluation protocol of the VisDrone-DET2019 Challenge and the comparison results of all the submitted detectors on the released dataset are publicly available at the website: http: //www.aiskyeye.com/. The results demonstrate that there still remains a large room for improvement for object detection algorithms on drones.
关键词	Detectors Object detection Drones Computer vision Detection algorithms Conferences Training
会议地点	Seoul, Korea (South)
会议日期	27-28 Oct. 2019
URL	查看原文
收录类别	EI ; CPCI ; CPCI-S
原始文献类型	Conferences
引用统计
文献类型	会议论文
条目标识符	https://kms.shanghaitech.edu.cn/handle/2MSLDSTB/114792
专题	信息科学与技术学院_硕士生
作者单位	1.University at Albany, USA 2.Tianjin University, China 3.JD Digits, USA 4.GE Global Research, USA 5.Stony Brook University, USA 6.JD AI research, China 7.Harman-Samsung, India 8.Xidian University, China 9.BTS Digital, Kazakhstan 10.Fraunhofer IOSB, Germany 11.Institute of Automation, Chinese Academy of Sciences, China 12.SK Telecom, South Korea 13.Dalian University of Technology, China 14.Ocean University of China, China 15.Harbin Institute of Technology, China 16.Nanjing University of Posts and Telecommunications, China 17.Siemens Technology and Services Private Limited, India 18.SK T-Brain, South Korea 19.SUN YAT-SEN University, China 20.Pensees Singapore Institute, Singapore 21.Beijing Institute of Technology, China 22.Xi’an Jiaotong University, China 23.South China University of Technology, China 24.University of Electronic Science and Technology of China, China 25.Kakao Brain, South Korea 26.Hanyang University, South Korea 27.ShanghaiTech University, China 28.Chongqing University, China 29.Samsung Inc, USA 30.Snowcloud.ai, China 31.Queen Mary University of London, UK 32.Huazhong University of Science and Technology, China
推荐引用方式 GB/T 7714	Dawei Du,Pengfei Zhu,Longyin Wen,et al. VisDrone-DET2019: The Vision Meets Drone Object Detection in Image Challenge Results[C],2019:213-226.