• 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