Title :
Face Identification based on TV videos
Author :
Pozo-Banos, Marcos Del ; Travieso, Carlos M. ; Alonso, Jesús B. ; Ferrer, Miguel A.
Author_Institution :
Dept. of Senales y Comun., Univ. of Las Palmas de Gran Canaria, Las Palmas de Gran Canaria, Spain
Abstract :
Face recognition has been a main object of study, producing robust systems with high reliability. However, these systems face the inconvenience of long processing times which are, in many cases, unwanted. This paper presents a simple face recognition approach from TV video files based on the redundancy of information and a face recognition system used in regular face pictures. More precisely, the model relies on the wavelet transform for parameterize faces and support vector machines in order to classify them. After some experiments, the model has shown perfect accuracy in subject detection and recognition, with maximum delay of around 2 seconds.
Keywords :
face recognition; image classification; support vector machines; video signal processing; wavelet transforms; TV video file; face identification; face recognition; support vector machine classification; wavelet transform; Delay; Face detection; Face recognition; Redundancy; Robustness; Support vector machine classification; Support vector machines; TV; Videos; Wavelet transforms; Biometric system; Support Vector Machines (SVMs); face detection; face identificatio; pattern recognition; video processing;
Conference_Titel :
Security Technology, 2009. 43rd Annual 2009 International Carnahan Conference on
Conference_Location :
Zurich
Print_ISBN :
978-1-4244-4169-3
Electronic_ISBN :
978-1-4244-4170-9
DOI :
10.1109/CCST.2009.5335553
