The Tenth Visual Object Tracking VOT2022 Challenge Results
Abstract
The Visual Object Tracking challenge VOT2022 is the tenth annual tracker benchmarking activity organized by the VOT initiative. Results of 93 entries are presented; many are state-of-the-art trackers published at major computer vision conferences or in journals in recent years. The VOT2022 challenge was composed of seven sub-challenges focusing on different tracking domains: (i) VOT-STs2022 challenge focused on short-term tracking in RGB by segmentation, (ii) VOT-STb2022 challenge focused on short-term tracking in RGB by bounding boxes, (iii) VOT-RTs2022 challenge focused on “real-time” short-term tracking in RGB by segmentation, (iv) VOT-RTb2022 challenge focused on “real-time” short-term tracking in RGB by bounding boxes, (v) VOT-LT2022 focused on long-term tracking, namely coping with target disappearance and reappearance, (vi) VOT-RGBD2022 challenge focused on short-term tracking in RGB and depth imagery, and (vii) VOT-D2022 challenge focused on short-term tracking in depth-only imagery. New datasets were introduced in VOT-LT2022 and VOT-RGBD2022, VOT-ST2022 dataset was refreshed, and a training dataset was introduced for VOT-LT2022. The source code for most of the trackers, the datasets, the evaluation kit and the results are publicly available at the challenge website ( http://votchallenge.net ).
Cite
Text
Kristan et al. "The Tenth Visual Object Tracking VOT2022 Challenge Results." European Conference on Computer Vision Workshops, 2022. doi:10.1007/978-3-031-25085-9_25Markdown
[Kristan et al. "The Tenth Visual Object Tracking VOT2022 Challenge Results." European Conference on Computer Vision Workshops, 2022.](https://mlanthology.org/eccvw/2022/kristan2022eccvw-tenth/) doi:10.1007/978-3-031-25085-9_25BibTeX
@inproceedings{kristan2022eccvw-tenth,
title = {{The Tenth Visual Object Tracking VOT2022 Challenge Results}},
author = {Kristan, Matej and Leonardis, Ales and Matas, Jirí and Felsberg, Michael and Pflugfelder, Roman P. and Kämäräinen, Joni-Kristian and Chang, Hyung Jin and Danelljan, Martin and Zajc, Luka Cehovin and Lukezic, Alan and Drbohlav, Ondrej and Björklund, Johanna and Zhang, Yushan and Zhang, Zhongqun and Yan, Song and Yang, Wenyan and Cai, Dingding and Mayer, Christoph and Fernández, Gustavo and Ben, Kang and Bhat, Goutam and Chang, Hong and Chen, Guangqi and Chen, Jiaye and Chen, Shengyong and Chen, Xilin and Chen, Xin and Chen, Xiuyi and Chen, Yiwei and Chen, Yu-Hsi and Chen, Zhixing and Cheng, Yangming and Ciaramella, Angelo and Cui, Yutao and Dzubur, Benjamin and Dasari, Mohana Murali and Deng, Qili and Dhar, Debajyoti and Di, Shangzhe and Di Nardo, Emanuel and Du, Daniel K. and Dunnhofer, Matteo and Fan, Heng and Feng, Zhenhua and Fu, Zhihong and Gao, Shang and Gorthi, Rama Krishna and Granger, Eric and Gu, Q. H. and Gupta, Himanshu and He, Jianfeng and He, Keji and Huang, Yan and Jangid, Deepak and Ji, Rongrong and Jiang, Cheng and Jiang, Yingjie and Lawin, Felix Järemo and Kang, Ze and Kiran, Madhu and Kittler, Josef and Lai, Simiao and Lan, Xiangyuan and Lee, Dongwook and Lee, Hyunjeong and Lee, Seohyung and Li, Hui and Li, Ming and Li, Wangkai and Li, Xi and Li, Xianxian and Li, Xiao and Li, Zhe and Lin, Liting and Ling, Haibin and Liu, Bo and Liu, Chang and Liu, Si and Lu, Huchuan and Cruz, Rafael M. O. and Ma, Bingpeng and Ma, Chao and Ma, Jie and Ma, Yinchao and Martinel, Niki and Memarmoghadam, Alireza and Micheloni, Christian and Moallem, Payman and Nguyen-Meidine, Le Thanh and Pan, Siyang and Park, ChangBeom and Paudel, Danda Pani and Paul, Matthieu and Peng, Houwen and Robinson, Andreas and Rout, Litu and Shan, Shiguang and Simonato, Kristian and Song, Tianhui and Song, Xiaoning and Sun, Chao and Sun, Jingna and Tang, Zhangyong and Timofte, Radu and Tsai, Chi-Yi and Van Gool, Luc and Verma, Om Prakash and Wang, Dong and Wang, Fei and Wang, Liang and Wang, Liangliang and Wang, Lijun and Wang, Limin and Wang, Qiang and Wu, Gangshan and Wu, Jinlin and Wu, Xiaojun and Xie, Fei and Xu, Tianyang and Xu, Wei and Xu, Yong and Xu, Yuanyou and Xue, Wanli and Xun, Zizheng and Yan, Bin and Yang, Dawei and Yang, Jinyu and Yang, Wankou and Yang, Xiaoyun and Yang, Yi and Yang, Yichun and Yang, Zongxin and Ye, Botao and Yu, Fisher and Yu, Hongyuan and Yu, Jiaqian and Yu, Qianjin and Yu, Weichen and Ze, Kang and Zhai, Jiang and Zhang, Chengwei and Zhang, Chunhu and Zhang, Kaihua and Zhang, Tianzhu and Zhang, Wenkang and Zhang, Zhibin and Zhang, Zhipeng and Zhao, Jie and Zhao, Shao-Chuan and Zheng, Feng and Zheng, Haixia and Zheng, Min and Zhong, Bineng and Zhu, Jiawen and Zhu, Xuefeng and Zhuang, Yueting},
booktitle = {European Conference on Computer Vision Workshops},
year = {2022},
pages = {431-460},
doi = {10.1007/978-3-031-25085-9_25},
url = {https://mlanthology.org/eccvw/2022/kristan2022eccvw-tenth/}
}