DocumentCode :
3091385
Title :
Real Time Face Detection Based on Motion and Skin Color Information
Author :
Hazar, Mliki ; Mohamed, Hammami ; Hanêne, Ben-Abdallah
Author_Institution :
MIRACL-FSEG, Univ. of Sfax, Sfax, Tunisia
fYear :
2012
fDate :
10-13 July 2012
Firstpage :
799
Lastpage :
806
Abstract :
In this paper we deal with the problem of lowering down the difficulty of face detection in video. Most of the recently developed systems swap detection accuracy for higher speeds, or vice versa. We have proposed a robust approach which makes use of spatial and temporal information in video to reduce time execution and improve precision rate. Our experiments show that our proposed approach proves efficiency without sacrificing real-time performance which makes it well-suited for live video applications.
Keywords :
face recognition; image colour analysis; image motion analysis; video signal processing; live video applications; motion detection; precision rate; real time face detection; skin color information; spatial information; swap detection accuracy; temporal information; time execution; Classification algorithms; Face; Facial features; Image color analysis; Predictive models; Skin; Data-mining; face detection; motion detection; skin color model;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Parallel and Distributed Processing with Applications (ISPA), 2012 IEEE 10th International Symposium on
Conference_Location :
Leganes
Print_ISBN :
978-1-4673-1631-6
Type :
conf
DOI :
10.1109/ISPA.2012.117
Filename :
6280377
Link To Document :
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