Pregled bibliografske jedinice broj: 590570
High-performance face tracking
High-performance face tracking // Proceedings of the ACM 3rd International Symposium on Facial Analysis and Animation
Beč, Austrija, 2012. (predavanje, međunarodna recenzija, sažetak, znanstveni)
CROSBI ID: 590570 Za ispravke kontaktirajte CROSBI podršku putem web obrasca
Naslov
High-performance face tracking
Autori
Markuš, Nenad ; Frljak, Miroslav ; Pandžić, Igor ; Ahlberg, Jörgen ; Forchheimer, Robert
Vrsta, podvrsta i kategorija rada
Sažeci sa skupova, sažetak, znanstveni
Izvornik
Proceedings of the ACM 3rd International Symposium on Facial Analysis and Animation
/ - , 2012
Skup
The ACM 3rd International Symposium on Facial Analysis and Animation
Mjesto i datum
Beč, Austrija, 21.09.2012
Vrsta sudjelovanja
Predavanje
Vrsta recenzije
Međunarodna recenzija
Ključne riječi
Kalman filter; face tracking; normalized cross-correlation
Sažetak
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.
Izvorni jezik
Engleski
Znanstvena područja
Računarstvo
POVEZANOST RADA
Projekti:
036-0362027-2028 - Utjelovljeni razgovorni agenti za usluge u umreženim i pokretljivim sustavima (Pandžić, Igor Sunday, MZO ) ( CroRIS)
Ustanove:
Fakultet elektrotehnike i računarstva, Zagreb
