Pregled bibliografske jedinice broj: 693718
Localizing Facial Landmark Points with Pixel Intensity Comparisons Organized in Decision Trees
Localizing Facial Landmark Points with Pixel Intensity Comparisons Organized in Decision Trees // Symposium of the Swedish Society for Automated Image Analysis
Luleå, Švedska, 2014. (predavanje, nije recenziran, neobjavljeni rad, znanstveni)
CROSBI ID: 693718 Za ispravke kontaktirajte CROSBI podršku putem web obrasca
Naslov
Localizing Facial Landmark Points with Pixel Intensity Comparisons Organized in Decision Trees
Autori
Markuš, Nenad ; Frljak, Miroslav ; Pandžić, Igor Sunday ; Ahlberg, Jörgen ; Forchheimer, Robert
Vrsta, podvrsta i kategorija rada
Sažeci sa skupova, neobjavljeni rad, znanstveni
Skup
Symposium of the Swedish Society for Automated Image Analysis
Mjesto i datum
Luleå, Švedska, 11.03.2014. - 12.03.2014
Vrsta sudjelovanja
Predavanje
Vrsta recenzije
Nije recenziran
Ključne riječi
facial landmark point ; face alignment
Sažetak
The main objective of this work is to develop a method that can accurately estimate the positions of relevant facial landmarks in real-time on hardware with limited processing power, such as modern mobile devices. This is achieved with a sequence of estimators based on ensembles of regression trees. The trees use simple pixel intensity comparisons in their internal nodes and this makes them able to process image regions very fast. We test the developed system on several publicly available datasets and analyse its processing speed on various 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
