The First Challenge on Moving Object Detection and Tracking in Satellite Videos: Methods and Results

Zhicheng Zhao,Chenguang Dai,Chaocan Xue,Qing Shen ,Yun Xiao,Mingpeng Cui,Yuhan Sun,Guanchen Ding,Guangwei Jiang,Lai Chen,Chao Xiao,Kelong Tu,Kaiyang Cao,Shudan Zhu,Zhuang Zhou,Cong Xu,Weilong Guo,Hanyun Wang,Xiyu Qi,Yulan Guo,Lei Liu,Ying Liu ,Shaodong Chen,Manqi Zhao,Qingyong Hu,Bin Lin,Lu Ruan,Feng Zhang,Jian Yang,Zhenzhong Chen,Qian Yin,Jinlei Zheng,Limei Qin,Ye Zhang,Lingyu Kong,Chenglong Li

doi:10.1109/icpr56361.2022.9956153

The First Challenge on Moving Object Detection and Tracking in Satellite Videos: Methods and Results

Zhicheng Zhao, Chenguang Dai + Show 34 more

https://doi.org/10.1109/icpr56361.2022.9956153

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Publication Date: Aug 21, 2022

Citations: 2

#Moving Object Detection #Object Detection In Videos + Show 8 more

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Abstract

In this paper, we briefly summarize the first challenge on moving object detection and tracking in satellite videos (SatVideoDT). This challenge has three tracks related to satellite video analysis, including moving object detection (Track 1), single object tracking (Track 2), and multiple-object tracking (Track 3). 123, 89, and 70 participants successfully registered, while 37, 42, and 29 teams submitted their final results on the test datasets for Tracks 1-3, respectively. The top-performing methods and their results in each track are described with details. This challenge establishes a new benchmark for satellite video analysis.

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