DocumentCode :
3270961
Title :
Face detection base on fuzzy skin region segmentation
Author :
Nasrabadi, Abbas ; Haddadnia, Javad
Author_Institution :
Electr. Eng. Dept., Tarbiat Moallem Univ. of Sabzevar, Sabzevar, Iran
Volume :
5
fYear :
2010
fDate :
22-24 June 2010
Abstract :
Robust face detection in complex background is a challenging task. The complexity in such detection systems stems from the variances in image background, view, illumination, articulation, and facial expression. This article is allocated to introducing a new algorithm for face detection. Fuzzy skin color detection and template matching composed our method instrument. At this paper non-skin parts in the pictures omitted firstly and then result passed to template matching section. Easy implementation and high accuracy detection be feature of our work in compare with other works and indicate the superiority of our work.
Keywords :
face recognition; fuzzy set theory; image colour analysis; image segmentation; object detection; facial expression; fuzzy skin color detection; fuzzy skin region segmentation; method instrument; non-skin parts; robust face detection; template matching section; Chromium; Colored noise; Computer vision; Face detection; Humans; Image edge detection; Low pass filters; Neural networks; Skin; Support vector machines; face detection; fuzzy; mamdani; skin detection; template matching;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Education Technology and Computer (ICETC), 2010 2nd International Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-1-4244-6367-1
Type :
conf
DOI :
10.1109/ICETC.2010.5530048
Filename :
5530048
Link To Document :
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