The First Visual Object Tracking Segmentation VOTS2023 Challenge Results
Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Author(s)
Related Research Unit(s)
Detail(s)
Original language | English |
---|---|
Title of host publication | Proceedings - 2023 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW 2023) |
Publisher | Institute of Electrical and Electronics Engineers, Inc. |
Pages | 1788-1810 |
ISBN (electronic) | 979-8-3503-0744-3 |
Publication status | Published - 2023 |
Publication series
Name | Proceedings - IEEE/CVF International Conference on Computer Vision Workshops, ICCVW |
---|
Conference
Title | 2023 IEEE/CVF International Conference on Computer Vision Workshops, ICCVW 2023 |
---|---|
Place | France |
City | Paris |
Period | 2 - 6 October 2023 |
Link(s)
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 website1 © 2023 IEEE.
Citation Format(s)
The First Visual Object Tracking Segmentation VOTS2023 Challenge Results. / Kristan, Matej; Matas, Jiří; Danelljan, Martin et al.
Proceedings - 2023 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW 2023). Institute of Electrical and Electronics Engineers, Inc., 2023. p. 1788-1810 (Proceedings - IEEE/CVF International Conference on Computer Vision Workshops, ICCVW).
Proceedings - 2023 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW 2023). Institute of Electrical and Electronics Engineers, Inc., 2023. p. 1788-1810 (Proceedings - IEEE/CVF International Conference on Computer Vision Workshops, ICCVW).
Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review