• DocumentCode
    297053
  • Title

    A sorting image sensor: an example of massively parallel intensity-to-time processing for low-latency computational sensors

  • Author

    Brajovic, Vladimir ; Kanade, Takeo

  • Author_Institution
    Robotics Inst., Carnegie Mellon Univ., Pittsburgh, PA, USA
  • Volume
    2
  • fYear
    1996
  • fDate
    22-28 Apr 1996
  • Firstpage
    1638
  • Abstract
    The need for low-latency vision systems is growing: high speed visual servoing and vision-based human computer interface. In this paper we present a new intensity-to-time processing paradigm suitable for low-latency massively parallel global computation over fine-grained data such as images. As an example of a low-latency global computation, we have developed a VLSI sorting computational sensor-a sensor which sorts all pixels of an input image by their intensities, as the image is being sensed. The first sorting sensor prototype is a 21 by 26 array of cells. It detects an image focused thereon and computes the image of indices as well as the image´s cumulative histogram, before the intensity data are readout. The image of indices never saturates and has uniform histogram. Under user´s control, the chip can perform other operations including simple segmentation and labeling
  • Keywords
    CMOS analogue integrated circuits; VLSI; analogue processing circuits; image processing equipment; image segmentation; image sensors; parallel processing; CMOS implementation; VLSI sorting computational sensor; analog sensor; cumulative histogram; fine-grained data; high-speed visual servoing; labeling; low-latency computational sensors; low-latency massively parallel global computation; low-latency vision systems; massively parallel intensity-to-time processing; segmentation; sorting image sensor; vision-based human computer interface; Computer interfaces; Concurrent computing; Histograms; Humans; Image sensors; Machine vision; Sensor arrays; Sorting; Very large scale integration; Visual servoing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Robotics and Automation, 1996. Proceedings., 1996 IEEE International Conference on
  • Conference_Location
    Minneapolis, MN
  • ISSN
    1050-4729
  • Print_ISBN
    0-7803-2988-0
  • Type

    conf

  • DOI
    10.1109/ROBOT.1996.506947
  • Filename
    506947