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Improvement of MCMC-based video tracking algorithmстатья
- Авторы: Shalnov E.V., Konushin V.S., Konushin A.S.
- Сборник: 11th International Conference on Pattern Recognition and Image Analysis: New Information Technologies (PRIA-11-2003). Samara, September 23-28, 2013. Conference Proceedings
- Том: 2
- Год издания: 2013
- Место издания: IPSI RAS Samara
- Первая страница: 727
- Последняя страница: 730
- Аннотация: In the article we describe a problem of a fully automatic people tracking in surveillance video recorded by a stable camera. We propose a development of Benfold et al tracking-by-detection algorithm [1]. We introduce a filtering of person detector results and a modified method of tracklet’s position estimation. Also we use the Flock of features and the normalized cross-correlation, as visual tracking algorithms, to construct tracklets. Our experiments reveal that all proposed modifications allow producing more robust trajectories than trajectories produced by basic algorithm.
- Добавил в систему: Конушин Антон Сергеевич