• DocumentCode
    3541647
  • Title

    High-speed sensing system for depth estimation based on depth-from-focus by using smart imager

  • Author

    Yokota, Arimitsu ; Yoshida, Takashi ; Kashiyama, Hideki ; Hamamoto, Takayuki

  • Author_Institution
    Dept. of Electr. Eng., Tokyo Univ. of Sci., Japan
  • fYear
    2005
  • fDate
    23-26 May 2005
  • Firstpage
    564
  • Abstract
    The paper proposes a new sensing system for depth estimation based on depth-from-focus (DFF). The DFF technique uses a search for the most in-focus position over a sequence of images taken by varying a camera parameter, "focus", little by little; therefore, high spatial and temporal resolution cannot be achieved because of the output bottleneck of the image sensor. In the proposed system, the limitation is improved by using a smart CMOS image sensor integrated with an in-focus detection function. We have designed and fabricated the smart sensor that operates at 1500 fps and the depth estimation can be done at 30 Hz and 50 depth steps. Moreover, an interpolation processing for correcting estimation errors is performed on an FPGA outside the sensor. We show some simulation results to demonstrate the effectiveness of the proposed system.
  • Keywords
    CMOS image sensors; field programmable gate arrays; image sequences; intelligent sensors; interpolation; optical focusing; parameter estimation; 30 Hz; FPGA; depth estimation; depth-from-focus; estimation error correction; high-speed sensing system; image sequence; in-focus detection function; in-focus position; interpolation processing; smart CMOS image sensor; smart imager; spatial resolution; temporal resolution; CMOS image sensors; Cameras; Estimation error; Field programmable gate arrays; Focusing; Image resolution; Image sensors; Intelligent sensors; Interpolation; Spatial resolution;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Circuits and Systems, 2005. ISCAS 2005. IEEE International Symposium on
  • Print_ISBN
    0-7803-8834-8
  • Type

    conf

  • DOI
    10.1109/ISCAS.2005.1464650
  • Filename
    1464650