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
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