The Visual Object Tracking VOT2017 challenge results

Abstract : The Visual Object Tracking challenge VOT2017 is the fifth annual tracker benchmarking activity organized by the VOT initiative. Results of 51 trackers are presented; many are state-of-the-art published at major computer vision conferences or journals in recent years. The evaluation included the standard VOT and other popular methodologies and a new "real-time" experiment simulating a situation where a tracker processes images as if provided by a continuously running sensor. 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 VOT2017 goes beyond its predecessors by (i) improving the VOT public dataset and introducing a separate VOT2017 sequestered dataset, (ii) introducing a realtime tracking experiment and (iii) releasing a redesigned toolkit that supports complex experiments. The dataset, the evaluation kit and the results are publicly available at the challenge website
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Communication dans un congrès
ICCV 2017 : International Conference on Computer Vision Workshops, Oct 2017, Venice, Italy. The Computer vision foundation, Proceedings ICCV 2017 : International Conference on Computer Vision Workshops, pp.1949 - 1972, 2017
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https://hal.archives-ouvertes.fr/hal-01691097
Contributeur : Médiathèque Télécom Sudparis & Institut Mines-Télécom Business School <>
Soumis le : mardi 23 janvier 2018 - 16:15:37
Dernière modification le : mercredi 19 septembre 2018 - 12:10:12

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  • HAL Id : hal-01691097, version 1

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Matej Kristan, Ales Leonardis, Jiri Matas, Michael Felsberg, Roman Pflugfelder, et al.. The Visual Object Tracking VOT2017 challenge results. ICCV 2017 : International Conference on Computer Vision Workshops, Oct 2017, Venice, Italy. The Computer vision foundation, Proceedings ICCV 2017 : International Conference on Computer Vision Workshops, pp.1949 - 1972, 2017. 〈hal-01691097〉

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