@InProceedings{MatejKristan2023, author="Matej Kristan and Jiri Matas and Martin Danelljan and Michael Felsberg and Hyung Jin Chang and Luka Cehovin Zajc and Alan Lukezic and Ondrej Drbohlav and Zhongqun Zhang and Khanh-Tung Tran and Xuan-Son Vu and Johanna Bjorklund and Christoph Mayer and Yushan Zhang and Lei Ke and Jie Zhao and Gustavo Fernandez and Noor Al-Shakarji and Dong An and Michael Arens and Stefan Becker and Goutam Bhat and Sebastian Bullinger and Antoni B. Chan and Shijie Chang and Hanyuan Chen and Xin Chen and Yan Chen and Zhenyu Chen and Yangming Cheng and Yutao Cui and Chunyuan Deng and Jiahua Dong and Matteo Dunnhofer and Wei Feng and Jianlong Fu and Jie Gao and Ruize Han and Zeqi Hao and Jun-Yan He and Keji He and Zhenyu He and Xiantao Hu and Kaer Huang and Yuqing Huang and Yi Jiang and Ben Kang and Jin-Peng Lan and Hyungjun Lee and Chenyang Li and Jiahao Li and Ning Li and Wangkai Li and Xiaodi Li and Xin Li and Pengyu Liu and Yue Liu and Huchuan Lu and Bin Luo and Ping Luo and Yinchao Ma and Deshui Miao and Christian Micheloni and Kannappan Palaniappan and Hancheol Park and Matthieu Paul and HouWen Peng and Zekun Qian and Gani Rahmon and Norbert Scherer-Negenborn and Pengcheng Shao and Wooksu Shin and Elham Soltani Kazemi and Tianhui Song and Rainer Stiefelhagen and Rui Sun and Chuanming Tang and Zhangyong Tang and Imad Eddine Toubal and Jack Valmadre and Joost van de Weijer and Luc Van Gool and Jash Vira and Stephane Vujasinovic and Cheng Wan and Jia Wan and Dong Wang and Fei Wang and Feifan Wang and He Wang and Limin Wang and Song Wang and Yaowei Wang and Zhepeng Wang and Gangshan Wu and Jiannan Wu and Qiangqiang Wu and Xiaojun Wu and Anqi Xiao and Jinxia Xie and Chenlong Xu and Min Xu and Tianyang Xu and Yuanyou Xu and Bin Yan and Dawei Yang and Ming-Hsuan Yang and Tianyu Yang and Yi Yang and Zongxin Yang and Xuanwu Yin and Fisher Yu and Hongyuan Yu and Qianjin Yu and Weichen Yu and YongSheng Yuan and Zehuan Yuan and Jianlin Zhang and Lu Zhang and Tianzhu Zhang and Guodongfang Zhao and Shaochuan Zhao and Yaozong Zheng and Bineng Zhong and Jiawen Zhu and Xuefeng Zhu and Yueting Zhuang and ChengAo Zong and Kunlong Zuo", title="The First Visual Object Tracking Segmentation VOTS2023 Challenge Results", booktitle="Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops", year="2023", pages="1796--1818", abstract="The Visual Object Tracking Segmentation VOTS2023 challenge is the eleventh annual tracker benchmarking activity of the VOT initiative. This challenge is the first to merge short-term and long-term as well as single-target and multiple-target tracking with segmentation masks as the only target location specification. A new dataset was created; the ground truth has been withheld to prevent overfitting. New performance measures and evaluation protocols have been created along with a new toolkit and an evaluation server. Results of the presented 47 trackers indicate that modern tracking frameworks are well-suited to deal with convergence of short-term and long-term tracking and that multiple and single target tracking can be considered a single problem. A leaderboard, with participating trackers details, the source code, the datasets, and the evaluation kit are publicly available at the challenge website{\backslash}footnote https://www.votchallenge.net/vots2023/.", optnote="LAMP", optnote="exported from refbase (http://158.109.8.37/show.php?record=3939), last updated on Thu, 25 Jan 2024 18:09:09 +0100", opturl="https://openaccess.thecvf.com/content/ICCV2023W/VOTS/html/Kristan_The_First_Visual_Object_Tracking_Segmentation_VOTS2023_Challenge_Results_ICCVW_2023_paper.html", file=":http://158.109.8.37/files/KMD2023.pdf:PDF" }