DocumentCode :
253022
Title :
Comparative analysis of Haar and Skin color method for face detection
Author :
Anchit, Anisha ; Mathur, S.
Author_Institution :
Dept. of Inf. Technol., Poornima Inst. of Inf. & Technol., Jaipur, India
fYear :
2014
fDate :
9-11 May 2014
Firstpage :
1
Lastpage :
5
Abstract :
Face detection is the fundamental part of any face processing system. It is growing as an active research area in field of image processing. Various methods like feature based, skin color and appearance based model are proposed. But because of dynamicity of human face, speed and accuracy become the issue point. The aim of this paper is to have comparative analysis Haar Classifier and Skin color detection method for face detection. Using Viola Jones for haar detection rate for facial feature like nose, eye and mouth is calculated. The efficiency achieved by Haar for face is 89.42% while that in skin color model is 84.61%. This paper also emphasize on some applications of face detection.
Keywords :
Haar transforms; face recognition; image colour analysis; Haar classifier; Haar color method; Viola Jones; comparative analysis; face detection; face processing system; image processing; skin color detection method; skin color method; skin color model; Accuracy; Algorithm design and analysis; Computers; Face detection; Mouth; Nose; Face Detection; Haar; skin color detection;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Recent Advances and Innovations in Engineering (ICRAIE), 2014
Conference_Location :
Jaipur
Print_ISBN :
978-1-4799-4041-7
Type :
conf
DOI :
10.1109/ICRAIE.2014.6909143
Filename :
6909143
Link To Document :
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