• DocumentCode
    2828689
  • Title

    An unorthodox approach towards shape from focus

  • Author

    Muhammad, Mannan Saeed ; Choi, Tae-Sun

  • Author_Institution
    Sch. of Mechatron., Gwangju Inst. of Sci. & Technol., Gwangju, South Korea
  • fYear
    2011
  • fDate
    11-14 Sept. 2011
  • Firstpage
    2965
  • Lastpage
    2968
  • Abstract
    Although numerous methods have been recently proposed in recovering shape from image focus, all follow similar precedent of focus measure application after image acquisition and depth is recovered by maximizing the focus curves obtained via this application. This is followed by utilizing approximation techniques to refine the initial depth map. In this paper we have followed an unorthodox approach to recover object shapes using image focus as cue, not following the conventional manner. At first the focused image is obtained, pursued by computing depth along the edges and their neighbors present in scene. Empty spaces in the final depth map are then calculated by surface interpolation. Experimentation and results are then discussed to support the proposed scheme.
  • Keywords
    edge detection; image processing; approximation techniques; focus measure application; image acquisition; image depth; image focus; initial depth map; object shape recovery; surface interpolation; unorthodox approach; Conferences; Image edge detection; Image reconstruction; Interpolation; Shape; Three dimensional displays; 3D Shape; Depth map; Shape from Focus (SFF); Shape retrieval; Texture; Unorthodox approach;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image Processing (ICIP), 2011 18th IEEE International Conference on
  • Conference_Location
    Brussels
  • ISSN
    1522-4880
  • Print_ISBN
    978-1-4577-1304-0
  • Electronic_ISBN
    1522-4880
  • Type

    conf

  • DOI
    10.1109/ICIP.2011.6116283
  • Filename
    6116283