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Spiral Particle Distribution for Template based Tracking (CROSBI ID 269101)

Prilog u časopisu | izvorni znanstveni rad | međunarodna recenzija

Pleština, Vladimir ; Papić, Vladan Spiral Particle Distribution for Template based Tracking // WSEAS transactions on computers, 18 (2019), 122-127

Podaci o odgovornosti

Pleština, Vladimir ; Papić, Vladan

engleski

Spiral Particle Distribution for Template based Tracking

This paper presents a new approach for tracking template-based objects based on spiral particle distribution algorithm. Proposed algorithm uses points on Archimedean spiral as possible location of object in next frame. Before applying algorithm, the system is provided with off-line learning of training data. After that, start point is initialized and algorithm for tracking is applied. Tracking starts from initialization location and searches for the best matching point on spiral as a new starting point in the next frame. In this work our algorithm is explained and compared with basic particle filter tracking algorithm. Experiment is demonstrated with real data on Croatian popular amateur game.

particle filter ; template-based tracking ; spiral particle distribution

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Podaci o izdanju

18

2019.

122-127

objavljeno

1109-2750

2224-2872

Povezanost rada

Elektrotehnika, Interdisciplinarne tehničke znanosti, Računarstvo

Poveznice