DocumentCode :
1595809
Title :
Detection and tracking of faces and facial features
Author :
Colmenarez, Antonio ; Frey, Brendan ; Huang, Thomas S.
Author_Institution :
Adaptive Syst. Dept., Philips Res., Briarcliff Manor, NY, USA
Volume :
1
fYear :
1999
fDate :
6/21/1905 12:00:00 AM
Firstpage :
657
Abstract :
We describe a real-time system for face and facial feature detection and tracking in continuous video. The core of this system consists of a set of novel facial feature detectors based on our previously proposed information-based maximum discrimination learning technique. These classifiers are very fast and allow us to implement a fully automatic, real-time system for detection and tracking multiple faces. In addition to locking onto up to four target faces, this system locates and tracks nine facial features as they move under facial expression changes
Keywords :
feature extraction; image classification; image motion analysis; real-time systems; tracking; classifiers; continuous video; face detection; face tracking; facial expression changes; facial feature detection; facial feature detectors; facial feature tracking; information-based maximum discrimination learning technique; real-time system; Computer vision; Face detection; Facial features; Image motion analysis; Motion analysis; Optical computing; Real time systems; Solid modeling; Target tracking; Tracking loops;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Image Processing, 1999. ICIP 99. Proceedings. 1999 International Conference on
Conference_Location :
Kobe
Print_ISBN :
0-7803-5467-2
Type :
conf
DOI :
10.1109/ICIP.1999.821717
Filename :
821717
Link To Document :
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