• DocumentCode
    2070425
  • Title

    Fast 3D model acquisition from stereo images

  • Author

    Morency, Louis-Philippe ; Rahimi, Ali ; Darrell, Trevor

  • Author_Institution
    Artificial Intelligence Lab., MIT, Cambridge, MA, USA
  • fYear
    2002
  • fDate
    2002
  • Firstpage
    172
  • Lastpage
    176
  • Abstract
    We propose a fast 3D model acquisition system that aligns intensity and depth images, and reconstructs a textured 3D mesh. 3D views are registered with shape alignment based on intensity gradient constraints and a global registration algorithm. We reconstruct the 3D model using a new cubic ray projection merging algorithm which takes advantage of a novel data structure: the linked voxel space. Finally, we present experiments to test the accuracy of our approach on 3D face modeling using real-time stereo images.
  • Keywords
    data structures; merging; optimisation; solid modelling; stereo image processing; 3D face modeling; cubic ray projection merging algorithm; data structure; depth images; fast 3D model acquisition; global registration algorithm; intensity; intensity gradient constraints; linked voxel space; shape alignment; stereo images; textured 3D mesh; Artificial intelligence; Buildings; Calibration; Cameras; Data structures; Feedback; Image reconstruction; Merging; Shape; Testing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    3D Data Processing Visualization and Transmission, 2002. Proceedings. First International Symposium on
  • Print_ISBN
    0-7695-1521-4
  • Type

    conf

  • DOI
    10.1109/TDPVT.2002.1024057
  • Filename
    1024057