Automatic contour extraction of facial organs for frontal facial images with various facial expressions

被引:0
|
作者
Kobayashi, H
Suzuki, S
Takahashi, H
Tange, A
Kikuchi, K
机构
[1] Tokyo Univ Sci, Grad Sch, Dept Mech Engn, Shinjuku Ku, Tokyo 162, Japan
[2] Mitsubishi Heavy Ind Co Ltd, Chiyoda Ku, Tokyo 1000005, Japan
[3] Sony Corp, Tokyo 1410001, Japan
[4] Chiba Inst Technol, Dept Precis Engn, Narashino, Chiba 2750016, Japan
关键词
image processing; recognition; biomechanics; human engineering; human interface;
D O I
10.1299/jsmec.45.298
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
This study deals with a method to realize automatic contour extraction of facial features such as eyebrows, eyes and mouth for the time-wise frontal face with various facial expressions. Because Snakes which is one of the most famous methods used to extract contours, has several disadvantages, we propose a new method to overcome these issues. We define the elastic contour model in order to hold the contour shape and then determine the elastic energy acquired by the amount of modification of the elastic contour model. Also we utilize the image energy obtained by brightness differences of the control points on the elastic contour model. Applying the dynamic programming method, we determine the contour position where the total value of the elastic energy and the image energy becomes minimum. Employing 1/30 s time-wise facial frontal images changing from neutral to one of six typical facial expressions obtained from 20 subjects, we have estimated our method and find it enables high accuracy automatic contour extraction of facial features.
引用
收藏
页码:298 / 305
页数:8
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