Title :
Face detection using the shape of face with both color and edge
Author :
Nara, Yusuke ; Yang, Jianming ; Suematsu, Yoshikazu
Author_Institution :
Dept. of Mech. Sci. & Eng., Nagoya Univ., Aich, Japan
Abstract :
The algorithm for the detection of faces in color scenery is proposed. Usually several faces are located in various styles with different size in input image. In our method the face projection is modeled as an elliptic shape. The elliptic size is adjusted to satisfy a certain condition that is derived from both features of the color and edges of the image. Then, to eliminate the nonface candidates, the elliptic candidates are checked whether the facial features such as eyes and mouth are involved in the area. It is concluded that several face candidates in a scene and the face candidates in the background of skin-like color are properly determined by our method.
Keywords :
edge detection; face recognition; feature extraction; image colour analysis; natural scenes; solid modelling; color scenery; edge detection; elliptic shape modelling; face candidate area detection algorithm; face detection; face projection modelling; facial feature extraction; Costs; Face detection; Face recognition; Facial features; Fingerprint recognition; Image edge detection; Mouth; Security; Shape; Skin;
Conference_Titel :
Cybernetics and Intelligent Systems, 2004 IEEE Conference on
Print_ISBN :
0-7803-8643-4
DOI :
10.1109/ICCIS.2004.1460402