Title :
Face Detection Based on Skin Color Segmentation and SVM Classification
Author :
Lin, Hwei-Jen ; Yen, Shwu-Huey ; Yeh, Jih-Pin ; Lin, Meng-Ju
Author_Institution :
Dept. of Comput. Sci. & Inf. Eng., Tamkang Univ., Tamsui
Abstract :
This paper proposes an improved version of our previously introduced face detection system based on skin color segmentation and neural networks. The new system uses a support vector machine (SVM) based method for verification.
Keywords :
face recognition; image classification; image colour analysis; image segmentation; neural nets; support vector machines; SVM classification; face detection; neural network; skin color segmentation; support vector machine; Computer science; Eyes; Face detection; Face recognition; Filters; Neural networks; Reliability engineering; Skin; Support vector machine classification; Support vector machines; HSV color space; RGB color space; face detection; skin color segmentation; support vector machine (SVM);
Conference_Titel :
Secure System Integration and Reliability Improvement, 2008. SSIRI '08. Second International Conference on
Conference_Location :
Yokohama
Print_ISBN :
978-0-7695-3266-0
Electronic_ISBN :
978-0-7695-3266-0
DOI :
10.1109/SSIRI.2008.23
