Title :
Building 3D facial models and detecting face pose in 3D space
Author :
Shihong, Lao ; Sumi, Yasushi ; Kawade, Masato ; Tomita, Fumiaki
Author_Institution :
Div. of New Bus. Dev., Omron Corp., Kyoto, Japan
Abstract :
A segment-based stereo vision system has been modified to reconstruct 3D facial models. Because usually it is difficult to get enough edges to reconstruct a 3D facial model with edge-based stereo algorithms, most research on 3D face model is based on correlation stereo algorithms, even though these algorithms are often time-consuming. We present a fast 3D face reconstruction algorithm using isoluminance lines from stereo images, which is effective even when only a few edges can be detected. We also introduced very efficient algorithm do search for irises in 3D space, which can then be used to identify the face position and direction. Our experiments show that our 3D facial model is suitable for 3D face recognition
Keywords :
face recognition; image reconstruction; stereo image processing; 3D face recognition; 3D face reconstruction; 3D facial models; edge-based stereo; face pose; segment-based; stereo vision; Cities and towns; Face detection; Face recognition; Image edge detection; Image processing; Image recognition; Image reconstruction; Stereo image processing; Stereo vision; Waveguide discontinuities;
Conference_Titel :
3-D Digital Imaging and Modeling, 1999. Proceedings. Second International Conference on
Conference_Location :
Ottawa, Ont.
Print_ISBN :
0-7695-0062-5
DOI :
10.1109/IM.1999.805370