DocumentCode
2306815
Title
Inexpensive construction of a 3D face model from stereo images
Author
Hossain, M. Shamim ; Akbar, Monika ; Starkey, J.D.
Author_Institution
Dept. of Comput. Sci., Montana State Univ., Bozeman, MT
fYear
2007
fDate
27-29 Dec. 2007
Firstpage
1
Lastpage
6
Abstract
Construction of a three dimensional face model from stereo images is a challenging task. Most of the currently available systems for reconstruction of 3D models require special hardware for calibration. In this paper, we illustrate a mechanism to construct a three dimensional face model from two stereo images. The developed mechanism does not require any special devices to calibrate the stereo images. We used a hand-held inexpensive digital camera to take the stereo images of a face. We did not use any camera-stand to fix and measure the camera system geometry. The stereo images were taken holding the camera in hand and moving it to two slightly different viewpoints. We constructed a depth map from these two stereo images and utilized this depth map to reconstruct the three dimensional face model. The 3D face model reconstruction process described in this paper uses some existing theories and combines them to develop a new system to generate the depth map. The system requires minimal user interaction for the reconstruction.
Keywords
cameras; feature extraction; image reconstruction; stereo image processing; 3D face model reconstruction; depth map; handheld inexpensive digital camera; stereo images; user interaction; Calibration; Digital cameras; Geometrical optics; Hardware; Image reconstruction; Layout; Optical distortion; Pixel; Stereo image processing; Stereo vision; Depth map; Image reconstruction; Stereo images;
fLanguage
English
Publisher
ieee
Conference_Titel
Computer and information technology, 2007. iccit 2007. 10th international conference on
Conference_Location
Dhaka
Print_ISBN
978-1-4244-1550-2
Electronic_ISBN
978-1-4244-1551-9
Type
conf
DOI
10.1109/ICCITECHN.2007.4579387
Filename
4579387
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