• DocumentCode
    3489577
  • Title

    Automatic closed eye correction

  • Author

    Bazin, Jean-Charles ; Pham, Dang-Quang ; Kweon, Inso ; Yoon, Kuk-Jin

  • Author_Institution
    RCV Lab., KAIST, Daejeon, South Korea
  • fYear
    2009
  • fDate
    7-10 Nov. 2009
  • Firstpage
    2433
  • Lastpage
    2436
  • Abstract
    On a large group picture, having all people open their eyes can turn out to be a difficult task for photographers. Therefore, in this paper, we describe an original method to automatically correct closed eyes on everyday pictures. For this aim, we explore the combination possibilities of (1) active shape model (ASM) to detect facial features, such as eyes, nose and head shape, and (2) Poisson editing to clone open eyes seamlessly. To improve the performance of seamless cloning, we suggest a pre-processing method that adjusts skin luminosity between two pictures. A nearest neighbor-based search to find the best suited pair of eyes among a set of donor candidates is also presented. We applied the proposed algorithm on several pictures and obtained very natural results, which demonstrates the validity of our approach.
  • Keywords
    feature extraction; photography; Poisson editing; active shape model; automatic closed eye correction; facial feature detection; nearest neighbor-based search; photographers; seamless cloning; skin luminosity; Active shape model; Cloning; Color; Eyes; Face detection; Facial features; Head; Nose; Principal component analysis; Skin; Poisson editing; closed eyes correction; facial features;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image Processing (ICIP), 2009 16th IEEE International Conference on
  • Conference_Location
    Cairo
  • ISSN
    1522-4880
  • Print_ISBN
    978-1-4244-5653-6
  • Electronic_ISBN
    1522-4880
  • Type

    conf

  • DOI
    10.1109/ICIP.2009.5414163
  • Filename
    5414163