VisDrone-CC2020: The Vision Meets Drone Crowd Counting Challenge Results
Abstract
Crowd counting on the drone platform is an interesting topic in computer vision, which brings new challenges such as small object inference, background clutter and wide viewpoint. However, there are few algorithms focusing on crowd counting on the drone-captured data due to the lack of comprehensive datasets. To this end, we collect a large-scale dataset and organize the Vision Meets Drone Crowd Counting Challenge (VisDrone-CC2020) in conjunction with the 16th European Conference on Computer Vision (ECCV 2020) to promote the developments in the related fields. The collected dataset is formed by $3,360$ images, including $2,460$ images for training, and $900$ images for testing. Specifically, we manually annotate persons with points in each video frame. There are $14$ algorithms from $15$ institutes submitted to the VisDrone-CC2020 Challenge. We provide a detailed analysis of the evaluation results and conclude the challenge. More information can be found at the website: \url{http://www.aiskyeye.com/}.
Cite
Text
Du et al. "VisDrone-CC2020: The Vision Meets Drone Crowd Counting Challenge Results." European Conference on Computer Vision Workshops, 2020. doi:10.1007/978-3-030-66823-5_41Markdown
[Du et al. "VisDrone-CC2020: The Vision Meets Drone Crowd Counting Challenge Results." European Conference on Computer Vision Workshops, 2020.](https://mlanthology.org/eccvw/2020/du2020eccvw-visdronecc2020/) doi:10.1007/978-3-030-66823-5_41BibTeX
@inproceedings{du2020eccvw-visdronecc2020,
title = {{VisDrone-CC2020: The Vision Meets Drone Crowd Counting Challenge Results}},
author = {Du, Dawei and Wen, Longyin and Zhu, Pengfei and Fan, Heng and Hu, Qinghua and Ling, Haibin and Shah, Mubarak and Pan, Junwen and Al-Ali, Ali and Mohamed, Amr and Imene, Bakour and Dong, Bin and Zhang, Binyu and Nesma, Bouchali Hadia and Xu, Chenfeng and Duan, Chenzhen and Castiello, Ciro and Mencar, Corrado and Liang, Dingkang and Krüger, Florian and Vessio, Gennaro and Castellano, Giovanna and Wang, Jieru and Gao, Junyu and Abualsaud, Khalid and Ding, Laihui and Zhao, Lei and Cianciotta, Marco and Saqib, Muhammad and Almaadeed, Noor and Elharrouss, Omar and Lyu, Pei and Wang, Qi and Liu, Shidong and Qiu, Shuang and Pan, Siyang and Al-Máadeed, Somaya and Khan, Sultan Daud and Khattab, Tamer and Han, Tao and Golda, Thomas and Xu, Wei and Bai, Xiang and Xu, Xiaoqing and Li, Xuelong and Zhao, Yanyun and Tian, Ye and Lin, Yingnan and Xu, Yongchao and Yao, Yuehan and Xu, Zhenyu and Zhao, Zhijian and Luo, Zhipeng and Wei, Zhiwei and Zhao, Zhiyuan},
booktitle = {European Conference on Computer Vision Workshops},
year = {2020},
pages = {675-691},
doi = {10.1007/978-3-030-66823-5_41},
url = {https://mlanthology.org/eccvw/2020/du2020eccvw-visdronecc2020/}
}