Abstract:
Object movement on a video is classified on the regular (object movement on continuous trajectory)
and non-regular (trajectory breaks due to object occlusions by other objects, object jumps and others). In the case
of regular object movement a tracker is considered as a dynamical system that enables to use conditions of existence,
uniqueness, and stability of the dynamical system solution. This condition is used as the correctness criterion
of the tracking process. Also, quantitative criterion for correct mean-shift tracking assessment based on the
Lipchitz condition is suggested. Results are generalized for arbitrary tracker.
Citation:
D. A. Vrazhnov, A. V. Shapovalov, V. V. Nikolaev, “On quality of object tracking algorithms”, Computer Research and Modeling, 4:2 (2012), 303–313
\Bibitem{VraShaNik12}
\by D.~A.~Vrazhnov, A.~V.~Shapovalov, V.~V.~Nikolaev
\paper On quality of object tracking algorithms
\jour Computer Research and Modeling
\yr 2012
\vol 4
\issue 2
\pages 303--313
\mathnet{http://mi.mathnet.ru/crm489}
\crossref{https://doi.org/10.20537/2076-7633-2012-4-2-303-313}
Linking options:
https://www.mathnet.ru/eng/crm489
https://www.mathnet.ru/eng/crm/v4/i2/p303
This publication is cited in the following 4 articles:
A. A. Polozov, N. A. Maltceva, G. S. Kramarenko, M. A. Lipilin, A. R. Akhmetzyanov, “Tracking algorithm when managing competitive activities of top level teams online based on computer visioncomputer vision”, Vestn. Dagest. gos. teh. univ., Teh. nauki, 51:2 (2024), 120
Anastasija A. Fokina, Eugene V. Sypin, Mikhail S. Popov, 2019 20th International Conference of Young Specialists on Micro/Nanotechnologies and Electron Devices (EDM), 2019, 668
A. A. Shaposhnikov, E. V. Shaposhnikova, A. I. Shaposhnikov, “K voprosu o kachestve raboty algoritmov slezheniya zaob'ektami”, Kompyuternye issledovaniya i modelirovanie, 6:4 (2014), 495–502
Dmitry Mikhaylov, Anton Samoylov, Peter Minin, Alexey Egorov, 2014 Tenth International Conference on Signal-Image Technology and Internet-Based Systems, 2014, 37
Citation in format AMSBIB
Contact us: