• DocumentCode
    3439549
  • Title

    Constructing dense correspondences to analyze 3D facial change

  • Author

    Mao, Zhili ; Siebert, J. Paul ; Cockshott, W. Paul ; Ayoub, Ashraf F.

  • Author_Institution
    Dept. of Comput. Sci., Glasgow Univ., UK
  • Volume
    3
  • fYear
    2004
  • fDate
    23-26 Aug. 2004
  • Firstpage
    144
  • Abstract
    This paper presents an improved method to construct dense correspondences for 3D facial analysis, which are capable of providing a full 3D description of a surface and extending the conventional landmark-based approaches. Based on the technique of elastic deformation, the dense correspondences are established by mapping a generic model onto the 3D surface of an individual. The method used here is accurate in driving the conformation of the generic model and efficient in dealing with outliers, which can appear during local deformation. The experiments indicate for open surfaces as face with this method, more than 95 percent of triangles on the deformed generic mesh are within the range of 1 mm to the original model and the average landmark errors are only 2 mm.
  • Keywords
    elastic deformation; face recognition; graph theory; mesh generation; 3D facial change analysis; dense correspondences; elastic deformation; generic model mapping; graph theory; mesh generation; Biomedical imaging; Birth disorders; Deformable models; Dentistry; Hospitals; Humans; Robustness; Shape; Surface morphology; Surgery;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Pattern Recognition, 2004. ICPR 2004. Proceedings of the 17th International Conference on
  • ISSN
    1051-4651
  • Print_ISBN
    0-7695-2128-2
  • Type

    conf

  • DOI
    10.1109/ICPR.2004.1334489
  • Filename
    1334489