• DocumentCode
    396238
  • Title

    An adaptive center of mass detection system employing a 2-D dynamic element matching algorithm for object tracking

  • Author

    Fish, Alexander ; Akselrod, Dmitty ; Yadid-Pecht, Orly

  • Author_Institution
    VLSI Syst. Center, Ben-Gurion Univ., Beer-Sheva, Israel
  • Volume
    3
  • fYear
    2003
  • fDate
    25-28 May 2003
  • Abstract
    An adaptive high precision image object centroid - center of mass (COM) detection system employing a 2-D dynamic element matching (DEM) algorithm for object tracking is presented. This proposed system outputs a high resolution COM location of the most salient object in the field of view for tracking and navigation purposes and is suitable for real time applications. Precomputation object detection is performed by a low resolution mixed signal winner-take-all (WTA) circuit. In this work, the COM computation algorithm parameters are adaptively changed according to the object size, enabling lowering object scanning frequency, but still providing a high precision in the object COM location. Simulation results prove the concept and demonstrate the high precision COM detection result. In addition, a possible hardware implementation is described.
  • Keywords
    adaptive signal processing; image matching; mixed analogue-digital integrated circuits; navigation; object detection; tracking; 2D dynamic element matching algorithm; adaptive image object centroid center-of-mass detection system; mixed signal winner-take-all circuit; navigation; object tracking; Circuits; Computational modeling; Hardware; Heuristic algorithms; Image processing; Navigation; Object detection; Real time systems; Sensor arrays; Signal resolution;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Circuits and Systems, 2003. ISCAS '03. Proceedings of the 2003 International Symposium on
  • Print_ISBN
    0-7803-7761-3
  • Type

    conf

  • DOI
    10.1109/ISCAS.2003.1205135
  • Filename
    1205135