High-performance face tracking (CROSBI ID 588880)
Prilog sa skupa u zborniku | sažetak izlaganja sa skupa | međunarodna recenzija
Podaci o odgovornosti
Markuš, Nenad ; Frljak, Miroslav ; Pandžić, Igor ; Ahlberg, Jörgen ; Forchheimer, Robert
engleski
High-performance face tracking
Face tracking is an extensively studied field. Nevertheless, it is still a challenge to make a robust and efficient face tracker, especially on mobile devices. This extended abstract briefly describes our implementation of a high-performance multi-platform face and facial feature tracking system. The main characteristics of our approach are that the tracker is fully automatic and works with the majority of faces without any manual initialization. It is robust, resistant to rapid changes in pose and facial expressions, does not suffer from drifting and is modestly computationally expensive. The tracker runs in real-time on mobile devices.
Kalman filter; face tracking; normalized cross-correlation
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Podaci o prilogu
2012.
objavljeno
Podaci o matičnoj publikaciji
Proceedings of the ACM 3rd International Symposium on Facial Analysis and Animation
Podaci o skupu
The ACM 3rd International Symposium on Facial Analysis and Animation
predavanje
21.09.2012-21.09.2012
Beč, Austrija