VisDrone 2019
VisDrone 2019挑战赛将于2019年10月在韩国首尔举行的ICCV 2019研讨会“Vision Meets Drone：A Challenge”（简称VisDrone2019）上进行，用于从无人机获取的视觉数据中进行物体检测和跟踪。
VisDrone2019数据集由天津大学机器学习与数据挖掘实验室的AISKYEYE团队收集。 邀请研究人员参与挑战赛并在研讨会上评估和讨论他们的研究，欢迎提交基于VisDrone2019数据集的研究，实验或应用的论文。
14 different cities spanning thousands of kilometers
采集遍布中国14个城市
272117 video frames/images
272117张视频帧/图像
2.6 million bounding boxes
260万个标注框
Four Tasks
Task 1: object detection in images 基于图像的目标检测
The task aims to detect objects of predefined categories (e.g., cars and pedestrians) from individual images taken from drones.
Task 2: object detection in videos 基于视频的目标检测
The task is similar to Task 1, except that objects are required to be detected from videos.
Task 3: single-object tracking 单目标跟踪
The task aims to estimate the state of a target, indicated in the first frame, in the subsequent video frames.
Task 4: multi-object tracking 多目标跟踪
The task aims to recover the trajectories of objects in each video frame.
Task1: object detection in images
Task2: object detection in videos
Task3: single-object tracking
Task4: multi-object tracking
Important Dates
Website open: April 25, 2019
Data available: April 25, 2019
Submission deadline: TBD
Author notification: TBD
Workshop date: TBD
Camera-ready due: TBD
Organizer
Pengfei Zhu
Tianjin University
Longyin Wen
JD Digits
Dawei Du
University AT Albany, SUNY
Xiao Bian
GE Global Research
Qinghua Hu
Tianjin University
Haibin Ling
Temple University
Advisory Committee
Liefeng Bo (JD Digits, USA)
Hamilton Scott Clouse (US Airforce Research)
Liyi Dai (US Army Research Office)
Riad I. Hammound (BAE Systems, USA)
David Jacobs (Univ. Maryland College Park, USA)
SiweiLyu (Univ. At Albany, SUNY, USA)
Stan Z. Li (Institute of Automation, Chinese Academy of Sciences, China)
Fuxin Li (Oregon State Univ.,USA)
Anton Milan (Amazon Research and Development Center, Germany)
Hailin Shi (JD AI Research)
Siyu Tang (Max Planck Institute forIntelligent Systems, Germany)
Technical Committee
Hailin Shi
JD AI Research
Tao Peng
Tianjin University
Jiayu Zheng
Tianjin University
Yue Si
JD AI Research
Xiaolu Li
Tianjin University
Wenya Ma
Tianjin University
Sponsor
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