Please use this identifier to cite or link to this item: https://hdl.handle.net/20.500.13087/1279
Title: The Seventh Visual Object Tracking VOT2019 Challenge Results
Authors: Kristanl, Matej
Matas, Jiri
Leonardis, Ales
Felsberg, Michael
Pflugfelder, Roman
Kamarainen, Joni-Kristian
Ni, Zihan
Issue Date: 2019
Publisher: IEEE Computer Soc
Abstract: The Visual Object Tracking challenge VOT2019 is the seventh annual tracker benchmarking activity organized by the VOT initiative. Results of 81 trackers are presented; many are state-of-the-art trackers published at major computer vision conferences or in journals in the recent years. The evaluation included the standard VOT and other popular methodologies for short-term tracking analysis as well as the standard VOT methodology for long-term tracking analysis. The VOT2019 challenge was composed of five challenges focusing on different tracking domains: (i) VOT-ST2019 challenge focused on short-term tracking in RGB, (ii) VOT-RT2019 challenge focused on real-time short-term tracking in RGB, (iii) VOT-LT2019 focused on long-term tracking namely coping with target disappearance and reappearance. Two new challenges have been introduced: (iv) VOT-RGBT2019 challenge focused on short-term tracking in RGB and thermal imagery and (v) VOT-RGBD2019 challenge focused on long-term tracking in RGB and depth imagery. The VOT-ST2019, VOT-RT2019 and VOT-LT2019 datasets were refreshed while new datasets were introduced for VOT-RGBT2019 and VOT-RGBD2019. The VOT toolkit has been updated to support both standard short-term, long-term tracking and tracking with multi-channel imagery. Performance of the tested trackers typically by far exceeds standard baselines. The source code for most of the trackers is publicly available from the VOT page. The dataset, the evaluation kit and the results are publicly available at the challenge website(1).
Description: IEEE/CVF International Conference on Computer Vision (ICCV) -- OCT 27-NOV 02, 2019 -- Seoul, SOUTH KOREA
URI: https://doi.org/10.1109/ICCVW.2019.00276
https://hdl.handle.net/20.500.13087/1279
ISBN: 978-1-7281-5023-9
ISSN: 2473-9936
Appears in Collections:Beden Eğitimi ve Spor Öğretmenliği Bölümü Koleksiyonu
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