DocumentCode :
3452712
Title :
Automatic feature extraction of facial organs and contour
Author :
Hara, Fumio ; Tanaka, Katsuaki ; Kobayashi, Hiroshi ; Tange, Akira
Author_Institution :
Dept. of Mech. Eng., Sci. Univ. of Tokyo, Japan
fYear :
1997
fDate :
29 Sep-1 Oct 1997
Firstpage :
386
Lastpage :
391
Abstract :
This paper deals with algorithms for extracting contour lines of eyebrow, eye, nose, mouth, and face contour. First we extract the position of both irises using a correlation technique. Then for the eyebrow, edge-image data are used for determining the position of the eyebrow and the contour of the eyebrow is obtained from binary image data around the eye area. For eyes, the edge between the eyeball and skin is determined easily since the edge is clearly differentiated in the brightness distribution of the image data. For the nose, the edge clearly appears in the image data and then the correlation can determine the nose contour. For the mouth, the position of mouth is determined from image-edge information and brightness distribution and then the correlation can determine the most outer corner points of the mouth. We employ an image energy function to be minimized for obtaining the face contour and a dynamic programming like algorithm is used to obtain the minimum. An average human face contour used as a template can give a good extraction of the face contour
Keywords :
CCD image sensors; brightness; correlation methods; dynamic programming; edge detection; face recognition; feature extraction; image segmentation; automatic feature extraction; average human face contour; binary image data; brightness distribution; contour lines; correlation technique; dynamic programming like algorithm; eye; eyebrow; face contour; facial organs; image energy function; irises; mouth; nose; Brightness; Data mining; Eyebrows; Eyes; Face; Feature extraction; Mouth; Nose; Skin; Waveguide discontinuities;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Robot and Human Communication, 1997. RO-MAN '97. Proceedings., 6th IEEE International Workshop on
Conference_Location :
Sendai
Print_ISBN :
0-7803-4076-0
Type :
conf
DOI :
10.1109/ROMAN.1997.647017
Filename :
647017
Link To Document :
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