• DocumentCode
    2375687
  • Title

    Inpainting the colors

  • Author

    Sapiro, Guillermo

  • Author_Institution
    Electr. & Comput. Eng., Minnesota Univ., Minneapolis, MN, USA
  • Volume
    2
  • fYear
    2005
  • fDate
    11-14 Sept. 2005
  • Abstract
    A framework for automatic image colorization, the art of adding color to a monochrome image or movie, is presented in this paper. The approach is based on considering the geometry and structure of the monochrome luminance input, given by its gradient information, as representing the geometry and structure of the whole colored version. The color is then obtained by solving a partial differential equation that propagates a few color scribbles provided by the user or by side information, while considering the gradient information brought in by the monochrome data. This way, the color is inpainted, constrained both by the monochrome image geometry and the provided color samples. We present the underlying framework and examples for still images and movies.
  • Keywords
    differential equations; image colour analysis; automatic image colorization; monochrome image; monochrome image geometry; partial differential equation; Art; Color; Computational complexity; Image coding; Image communication; Image processing; Image segmentation; Information geometry; Motion pictures; Partial differential equations;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image Processing, 2005. ICIP 2005. IEEE International Conference on
  • Print_ISBN
    0-7803-9134-9
  • Type

    conf

  • DOI
    10.1109/ICIP.2005.1530151
  • Filename
    1530151