The 1st Agriculture-Vision Challenge: Methods and Results
Abstract
The first Agriculture-Vision Challenge aims to encourage research in developing novel and effective algorithms for agricultural pattern recognition from aerial images, especially for the semantic segmentation task associated with our challenge dataset. Around 57 participating teams from various countries compete to achieve state-of-the-art in aerial agriculture semantic segmentation. The Agriculture- Vision Challenge Dataset was employed, which comprises of 21,061 aerial and multi-spectral farmland images. This paper provides a summary of notable methods and results in the challenge. Our submission server and leaderboard will continue to open for researchers that are interested in this challenge dataset and task; the link can be found $\color{OrangeRed}{here}$.
Cite
Text
Chiu et al. "The 1st Agriculture-Vision Challenge: Methods and Results." IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2020. doi:10.1109/CVPRW50498.2020.00032Markdown
[Chiu et al. "The 1st Agriculture-Vision Challenge: Methods and Results." IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2020.](https://mlanthology.org/cvprw/2020/chiu2020cvprw-1st/) doi:10.1109/CVPRW50498.2020.00032BibTeX
@inproceedings{chiu2020cvprw-1st,
title = {{The 1st Agriculture-Vision Challenge: Methods and Results}},
author = {Chiu, Mang Tik and Xu, Xingqian and Wang, Kai and Hobbs, Jennifer A. and Hovakimyan, Naira and Huang, Thomas S. and Shi, Honghui and Wei, Yunchao and Huang, Zilong and Schwing, Alexander G. and Brunner, Robert and Dozier, Ivan and Dozier, Wyatt and Ghandilyan, Karen and Wilson, David and Park, Hyunseong and Kim, Jun Hee and Kim, Sungho and Liu, Qinghui and Kampffmeyer, Michael C. and Jenssen, Robert and Salberg, Arnt-Børre and Barbosa, Alexandre and Trevisan, Rodrigo G. and Zhao, Bingchen and Yu, Shaozuo and Yang, Siwei and Wang, Yin and Sheng, Hao and Chen, Xiao and Su, Jingyi and Rajagopal, Ram and Ng, Andrew Y. and Huynh, Van Thong and Kim, Soo-Hyung and Na, In Seop and Baid, Ujjwal and Innani, Shubham and Dutande, Prasad and Baheti, Bhakti and Talbar, Sanjay N. and Tang, Jianyu},
booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops},
year = {2020},
pages = {212-218},
doi = {10.1109/CVPRW50498.2020.00032},
url = {https://mlanthology.org/cvprw/2020/chiu2020cvprw-1st/}
}