• DocumentCode
    2232051
  • Title

    Fast panoramic face mosaicing and recognition

  • Author

    Yang, Fan ; Paindavoine, Michel ; Abdi, Hervé

  • Author_Institution
    Lab. Le2i, Univ. de Bourgogne, Dijon, France
  • fYear
    2005
  • fDate
    15-17 Sept. 2005
  • Firstpage
    197
  • Lastpage
    202
  • Abstract
    In this article, we present some development results of a system that performs mosaicing (or mosaicking) of panoramic faces. Our objective is to study the feasibility of panoramic face construction in real-time. To do so, we built a simple acquisition system composed of 5 standard cameras which, together, can take simultaneously 5 views of a face at different angles. Then, we chose an easily hardware-achievable algorithm, consisting of successive linear transformations, in order to compose a panoramic face from these 5 views. The method has been tested on a relatively large number of faces. In order to validate our system of panoramic face mosaicing, we also conducted a preliminary study on panoramic faces recognition, based on the principal component method. Experimental results show the feasibility and viability of our system.
  • Keywords
    face recognition; image segmentation; principal component analysis; cameras; face recognition; hardware-achievable algorithm; linear transformations; panoramic face construction; panoramic face mosaicing; principal component method; Cameras; Cognition; Costs; Face detection; Face recognition; Humans; Image processing; Pattern recognition; Real time systems; Testing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image and Signal Processing and Analysis, 2005. ISPA 2005. Proceedings of the 4th International Symposium on
  • ISSN
    1845-5921
  • Print_ISBN
    953-184-089-X
  • Type

    conf

  • DOI
    10.1109/ISPA.2005.195409
  • Filename
    1521288