ML Anthology

LUAI Challenge 2021 on Learning to Understand Aerial Images

Gui-Song Xia, Jian Ding, Ming Qian, Nan Xue, Jiaming Han, Xiang Bai, Michael Ying Yang, Shengyang Li, Serge J. Belongie, Jiebo Luo, Mihai Datcu, Marcello Pelillo, Liangpei Zhang, Qiang Zhou, Chao-hui Yu, Kaixuan Hu, Yingjia Bu, Wenming Tan, Zhe Yang, Wei Li, Shang Liu, Jiaxuan Zhao, Tianzhi Ma, Zi-han Gao, Lingqi Wang, Yi Zuo, Licheng Jiao, Chang Meng, Hao Wang, Jiahao Wang, Yiming Hui, Zhuojun Dong, Jie Zhang, Qianyue Bao, Zixiao Zhang, Fang Liu
ICCVW 2021 pp. 762-768
doi:10.1109/ICCVW54120.2021.00090 /iccvw/2021/xia2021iccvw-luai/

Abstract

This report summarizes the results of Learning to Understand Aerial Images (LUAI) 2021 challenge held on ICCV’2021, which focuses on object detection and semantic segmentation in aerial images. Using DOTA-v2.0 [7] and GID-15 [35] datasets, this challenge proposes three tasks for oriented object detection, horizontal object detection, and semantic segmentation of common categories in aerial images. This challenge received a total of 146 registrations on the three tasks. Through the challenge, we hope to draw attention from a wide range of communities and call for more efforts on the problems of learning to understand aerial images.

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Cite

Text

Xia et al. "LUAI Challenge 2021 on Learning to Understand Aerial Images." IEEE/CVF International Conference on Computer Vision Workshops, 2021. doi:10.1109/ICCVW54120.2021.00090

Markdown

[Xia et al. "LUAI Challenge 2021 on Learning to Understand Aerial Images." IEEE/CVF International Conference on Computer Vision Workshops, 2021.](https://mlanthology.org/iccvw/2021/xia2021iccvw-luai/) doi:10.1109/ICCVW54120.2021.00090

BibTeX

@inproceedings{xia2021iccvw-luai,
  title     = {{LUAI Challenge 2021 on Learning to Understand Aerial Images}},
  author    = {Xia, Gui-Song and Ding, Jian and Qian, Ming and Xue, Nan and Han, Jiaming and Bai, Xiang and Yang, Michael Ying and Li, Shengyang and Belongie, Serge J. and Luo, Jiebo and Datcu, Mihai and Pelillo, Marcello and Zhang, Liangpei and Zhou, Qiang and Yu, Chao-hui and Hu, Kaixuan and Bu, Yingjia and Tan, Wenming and Yang, Zhe and Li, Wei and Liu, Shang and Zhao, Jiaxuan and Ma, Tianzhi and Gao, Zi-han and Wang, Lingqi and Zuo, Yi and Jiao, Licheng and Meng, Chang and Wang, Hao and Wang, Jiahao and Hui, Yiming and Dong, Zhuojun and Zhang, Jie and Bao, Qianyue and Zhang, Zixiao and Liu, Fang},
  booktitle = {IEEE/CVF International Conference on Computer Vision Workshops},
  year      = {2021},
  pages     = {762-768},
  doi       = {10.1109/ICCVW54120.2021.00090},
  url       = {https://mlanthology.org/iccvw/2021/xia2021iccvw-luai/}
}