Naslov
Features analysis for tracking players in water polo

Autori
Pleština, Vladimir ; Papić, Vladan

Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni

Izvornik
Advances in Automatic Control, Procedings of 16th International Conference on Automatic Control, Modelling & Simulation (ACMOS '14) / Mastorakis, Nikos ; Udriste, Constantin ; Gherogh, Oancea - Brasov : WSEAS Press, 2014, 122-128

ISBN
978-960-474-383-4

Skup
16th International Conference on Automatic Control, Modelling & Simulation

Mjesto i datum
Brašov, Rumunjska, 26.06.2014. - 28.06.2014

Vrsta sudjelovanja
Pozvano predavanje

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
YCbCr; classification; water polo; tracking player; feature extraction; swimming pool

Sažetak
The most desirable property for object detection is its uniqueness. In this paper we propose a method based on pixel classification for feature detection. For particular class of problems related to detection of objects in water, we analyze standard color models and propose YCbCr as the best color model for describing uniqueness of object. We separate luminance from YCbCr color model and analyze relation of Cb and Cr components for different categories of targeted objects (object parts). We employed four different classification methods to test our hypothesis. Experimental results demonstrate the validity and efficiency of the proposed approach.

Izvorni jezik
Engleski

Znanstvena područja
Elektrotehnika, Računarstvo, Informacijske i komunikacijske znanosti

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