Title :
Complexion-based face detection and realization
Author :
Yang, Zhixiao ; Fan, Yanfeng ; Zhao, Zhiyan ; Cheng, Xingxing
Author_Institution :
Sch. of Inf. Sci. & Eng., Henan Univ. of Technol., Zhengzhou, China
Abstract :
A complexion-based face detection algorithm is proposed. Firstly, an inputted image is transformed to Ycbcr color space. Its illumination is compensated. Gaussian complexion model is used to detect face. Each complexion field is detected to be face field or not by the oval rule. A face detection platform is constructed with the proposed algorithm to detect face from video streams in real time. Experiment results show that face detection rate is above 90% under normal illumination conditions, and is above 85% under dark illumination.
Keywords :
Gaussian processes; face recognition; image sequences; video signal processing; Gaussian complexion model; Ycbcr color space; complexion based face detection; dark illumination; oval rule; video stream; Face; Lighting; Complexion; Face detection; Gaussian complexion model; Oval rule;
Conference_Titel :
Computer Application and System Modeling (ICCASM), 2010 International Conference on
Conference_Location :
Taiyuan
Print_ISBN :
978-1-4244-7235-2
Electronic_ISBN :
978-1-4244-7237-6
DOI :
10.1109/ICCASM.2010.5620844