SoccerNet 2023 挑战赛结果
计算机视觉与模式识别
2025-02-18 v1 人工智能
摘要
SoccerNet 2023 挑战赛是由 SoccerNet 团队组织的第三届年度视频理解挑战赛。本届挑战赛由七个基于视觉的任务组成，分为三个主题。第一个主题广播视频理解，包含三个与描述视频转播中事件相关的高层任务：(1) 动作 spotting，聚焦于检索与足球全局动作相关的所有时间戳；(2) 球动作 spotting，聚焦于检索与足球状态改变相关的所有时间戳；(3) 密集视频字幕，聚焦于用自然语言和锚定时间戳描述转播。第二个主题场地理解，涉及单一任务 (4) 相机标定，聚焦于从图像中恢复相机内外参数。第三个也是最后一个主题球员理解，包含三个与提取球员信息相关的底层任务：(5) 重识别，聚焦于跨多个视角检索相同球员；(6) 多目标跟踪，聚焦于通过未剪辑视频流跟踪球员和球；(7) 球衣号码识别，聚焦于从跟踪片段中识别球员球衣号码。与以往 SoccerNet 挑战赛相比，任务 (2-3-7) 是新颖的，包含新标注和数据，任务 (4) 通过更多数据和标注得到增强，任务 (6) 现在聚焦于端到端方法。有关任务、挑战和排行榜的更多信息可在 https://www.soccer-net.org 获取。基线和发展工具包可在 https://github.com/SoccerNet 找到。
引用
@article{arxiv.2309.06006,
title = {SoccerNet 2023 Challenges Results},
author = {Anthony Cioppa and Silvio Giancola and Vladimir Somers and Floriane Magera and Xin Zhou and Hassan Mkhallati and Adrien Deliège and Jan Held and Carlos Hinojosa and Amir M. Mansourian and Pierre Miralles and Olivier Barnich and Christophe De Vleeschouwer and Alexandre Alahi and Bernard Ghanem and Marc Van Droogenbroeck and Abdullah Kamal and Adrien Maglo and Albert Clapés and Amr Abdelaziz and Artur Xarles and Astrid Orcesi and Atom Scott and Bin Liu and Byoungkwon Lim and Chen Chen and Fabian Deuser and Feng Yan and Fufu Yu and Gal Shitrit and Guanshuo Wang and Gyusik Choi and Hankyul Kim and Hao Guo and Hasby Fahrudin and Hidenari Koguchi and Håkan Ardö and Ibrahim Salah and Ido Yerushalmy and Iftikar Muhammad and Ikuma Uchida and Ishay Be'ery and Jaonary Rabarisoa and Jeongae Lee and Jiajun Fu and Jianqin Yin and Jinghang Xu and Jongho Nang and Julien Denize and Junjie Li and Junpei Zhang and Juntae Kim and Kamil Synowiec and Kenji Kobayashi and Kexin Zhang and Konrad Habel and Kota Nakajima and Licheng Jiao and Lin Ma and Lizhi Wang and Luping Wang and Menglong Li and Mengying Zhou and Mohamed Nasr and Mohamed Abdelwahed and Mykola Liashuha and Nikolay Falaleev and Norbert Oswald and Qiong Jia and Quoc-Cuong Pham and Ran Song and Romain Hérault and Rui Peng and Ruilong Chen and Ruixuan Liu and Ruslan Baikulov and Ryuto Fukushima and Sergio Escalera and Seungcheon Lee and Shimin Chen and Shouhong Ding and Taiga Someya and Thomas B. Moeslund and Tianjiao Li and Wei Shen and Wei Zhang and Wei Li and Wei Dai and Weixin Luo and Wending Zhao and Wenjie Zhang and Xinquan Yang and Yanbiao Ma and Yeeun Joo and Yingsen Zeng and Yiyang Gan and Yongqiang Zhu and Yujie Zhong and Zheng Ruan and Zhiheng Li and Zhijian Huang and Ziyu Meng},
journal= {arXiv preprint arXiv:2309.06006},
year = {2025}
}