• DocumentCode
    350945
  • Title

    Real-time image interpretation on a multi-layer architecture

  • Author

    Ercan, M. Fikret ; Fung, Yu-Fai

  • Author_Institution
    Dept. of Electr. Eng., Singapore Polytech., Singapore
  • Volume
    2
  • fYear
    1999
  • fDate
    36495
  • Firstpage
    1303
  • Abstract
    Real-time image interpretation is required in many applications. Due to the computational complexity of the problem, dedicated architectures are needed for achieving real-time processing. In real-time applications, image frames are continuously fed to the computer vision system and three different levels of operations are performed on each image frame. Multi-layer systems, such as the pyramid architecture, provide an efficient means to solve those problems by exploiting parallelism in both spatial and temporal domain. We present techniques applied to solve an image processing problem using a three-layer architecture and demonstrate the system´s ability to conduct these operations in real-time
  • Keywords
    computational complexity; feature extraction; image processing; parallel algorithms; parallel architectures; real-time systems; computational complexity; computer vision system; data parallelism; feature extraction; image frames; image processing; multi-layer architecture; multi-layer systems; multiprocessor systems; parallel algorithm; parallel architecture; pyramid architecture; real-time applications; real-time image interpretation; real-time processing; spatial domain; temporal domain; three-layer architecture; Application software; Computer architecture; Data mining; Detectors; Feature extraction; Image edge detection; Image processing; Layout; Parallel processing; Real time systems;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    TENCON 99. Proceedings of the IEEE Region 10 Conference
  • Conference_Location
    Cheju Island
  • Print_ISBN
    0-7803-5739-6
  • Type

    conf

  • DOI
    10.1109/TENCON.1999.818668
  • Filename
    818668