• DocumentCode
    1486792
  • Title

    Real-time focus range sensor

  • Author

    Nayar, Shree K. ; Watanabe, Masahiro ; Noguchi, Minori

  • Author_Institution
    Dept. of Comput. Sci., Columbia Univ., New York, NY, USA
  • Volume
    18
  • Issue
    12
  • fYear
    1996
  • fDate
    12/1/1996 12:00:00 AM
  • Firstpage
    1186
  • Lastpage
    1198
  • Abstract
    Structures of dynamic scenes can only be recovered using a real-time range sensor. Depth from defocus offers an effective solution to fast and dense range estimation. However, accurate depth estimation requires theoretical and practical solutions to a variety of problems including recovery of textureless surfaces, precise blur estimation, and magnification variations caused by defocusing. Both textured and textureless surfaces are recovered using an illumination pattern that is projected via the same optical path used to acquire images. The illumination pattern is optimized to maximize accuracy and spatial resolution in computed depth. The relative blurring in two images is computed using a narrow-band linear operator that is designed by considering all the optical, sensing, and computational elements of the depth from defocus system. Defocus invariant magnification is achieved by the use of an additional aperture in the imaging optics. A prototype focus range sensor has been developed that has a workspace of 1 cubic foot and produces up to 512×480 depth estimates at 30 Hz with an average RMS error of 0.2%. Several experimental results are included to demonstrate the performance of the sensor
  • Keywords
    distance measurement; image reconstruction; image sensors; optical transfer function; accurate depth estimation; blur estimation; defocus invariant magnification; depth from defocus; dynamic scenes; illumination pattern; images acquisition; magnification variations; narrow-band linear operator; range estimation; real-time focus range sensor; spatial resolution; textured surfaces; textureless surfaces; Estimation theory; Focusing; Layout; Lighting; Narrowband; Optical computing; Optical design; Optical sensors; Spatial resolution; Surface texture;
  • fLanguage
    English
  • Journal_Title
    Pattern Analysis and Machine Intelligence, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0162-8828
  • Type

    jour

  • DOI
    10.1109/34.546256
  • Filename
    546256