VisDrone-DET2019: The Vision Meets Drone Object Detection in Image Challenge Results
Abstract
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.
Cite
Text
Du et al. "VisDrone-DET2019: The Vision Meets Drone Object Detection in Image Challenge Results." IEEE/CVF International Conference on Computer Vision Workshops, 2019. doi:10.1109/ICCVW.2019.00030Markdown
[Du et al. "VisDrone-DET2019: The Vision Meets Drone Object Detection in Image Challenge Results." IEEE/CVF International Conference on Computer Vision Workshops, 2019.](https://mlanthology.org/iccvw/2019/du2019iccvw-visdronedet2019/) doi:10.1109/ICCVW.2019.00030BibTeX
@inproceedings{du2019iccvw-visdronedet2019,
title = {{VisDrone-DET2019: The Vision Meets Drone Object Detection in Image Challenge Results}},
author = {Du, Dawei and Zhang, Yue and Wang, Zexin and Wang, Zhikang and Song, Zichen and Liu, Ziming and Bo, Liefeng and Shi, Hailin and Zhu, Rui and Kumar, Aashish and Li, Aijin and Zinollayev, Almaz and Askergaliyev, Anuar and Schumann, Arne and Mao, Binjie and Zhu, Pengfei and Lee, Byeongwon and Liu, Chang and Chen, Changrui and Pan, Chunhong and Huo, Chunlei and Yu, Da and Cong, Dechun and Zeng, Dening and Pailla, Dheeraj Reddy and Li, Di and Wen, Longyin and Wang, Dong and Cho, Donghyeon and Zhang, Dongyu and Bai, Furui and Jose, George and Gao, Guangyu and Liu, Guizhong and Xiong, Haitao and Qi, Hao and Wang, Haoran and Bian, Xiao and Qiu, Heqian and Li, Hongliang and Lu, Huchuan and Kim, Ildoo and Kim, Jaekyum and Shen, Jane and Lee, Jihoon and Ge, Jing and Xu, Jingjing and Zhou, Jingkai and Ling, Haibin and Meier, Jonas and Choi, Jun Won and Hu, Junhao and Zhang, Junyi and Huang, Junying and Huang, Kaiqi and Wang, Keyang and Sommer, Lars and Jin, Lei and Zhang, Lei and Hu, Qinghua and Huang, Lianghua and Sun, Lin and Steinmann, Lucas and Jia, Meixia and Xu, Nuo and Zhang, Pengyi and Chen, Qiang and Lv, Qingxuan and Liu, Qiong and Cheng, Qishang and Peng, Tao and Chennamsetty, Sai Saketh and Chen, Shuhao and Wei, Shuo and Kruthiventi, Srinivas S. S. and Hong, Sungeun and Kang, Sungil and Wu, Tong and Feng, Tuo and Kollerathu, Varghese Alex and Li, Wanqi and Zheng, Jiayu and Dai, Wei and Qin, Weida and Wang, Weiyang and Wang, Xiaorui and Chen, Xiaoyu and Chen, Xin and Sun, Xin and Zhang, Xin and Zhao, Xin and Zhang, Xindi and Wang, Xinyao and Zhang, Xinyu and Chen, Xuankun and Wei, Xudong and Zhang, Xuzhang and Li, Yanchao and Chen, Yifu and Toh, Yu Heng and Zhang, Yu and Zhu, Yu and Zhong, Yunxin},
booktitle = {IEEE/CVF International Conference on Computer Vision Workshops},
year = {2019},
pages = {213-226},
doi = {10.1109/ICCVW.2019.00030},
url = {https://mlanthology.org/iccvw/2019/du2019iccvw-visdronedet2019/}
}