• DocumentCode
    1979823
  • Title

    Real-Time Vision Using a Smart Sensor System

  • Author

    Belbachir, Ahmed Nabil ; Litzenberger, Martin ; Posch, Christoph ; Schön, Peter

  • Author_Institution
    Austrian Res. Centers GmbH, Vienna
  • fYear
    2007
  • fDate
    4-7 June 2007
  • Firstpage
    1968
  • Lastpage
    1973
  • Abstract
    This paper presents a real-time data processing concept for asynchronous "address event" image sensors in highspeed machine vision applications. In the implemented system, a dual-line temporal contrast vision sensor asynchronously responds to relative illumination intensity changes in the visual scene, and encodes the information in the form of "timed address event" representation (TAE) data. The TAE stream consists of the event generation time concatenated to the address event (AE), which encodes the coordinates of the pixel in the 2times256 matrix. The event data processing includes object detection, denoising and scaling, and feature extraction. The feature extraction step comprises circle fit and orientation estimation techniques that enable robust recognition of a wide range of objects. The data processing algorithms take advantage of the efficient information encoding in the TAE data protocol, yielding a flexible, compact and low-cost real-time machine vision system for high-speed shape detection, object orientation extraction and monitoring.
  • Keywords
    computer vision; feature extraction; image sensors; intelligent sensors; object detection; real-time systems; TAE data protocol; asynchronous address event image sensors; dual-line temporal contrast vision sensor; feature extraction; highspeed machine vision applications; object detection; real-time data processing concept; real-time vision; smart sensor system; timed address event representation; Data processing; Feature extraction; Image sensors; Intelligent sensors; Layout; Lighting; Machine vision; Object detection; Real time systems; Sensor systems;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Industrial Electronics, 2007. ISIE 2007. IEEE International Symposium on
  • Conference_Location
    Vigo
  • Print_ISBN
    978-1-4244-0754-5
  • Electronic_ISBN
    978-1-4244-0755-2
  • Type

    conf

  • DOI
    10.1109/ISIE.2007.4374909
  • Filename
    4374909