• DocumentCode
    327741
  • Title

    An MPEG-processor-based robot vision system for real-time detection of moving objects by a moving observer

  • Author

    Stoffler, N.O. ; Schnepf, Zoltan

  • Author_Institution
    Lab. for Process Control & Real-Time Syst., Tech. Univ. Munchen, Germany
  • Volume
    1
  • fYear
    1998
  • fDate
    16-20 Aug 1998
  • Firstpage
    477
  • Abstract
    Describes a PC-based vision system that can be used to detect moving objects from a mobile robot. An image processing board equipped with an MPEG motion estimation processor calculates a sparse but robust optic flow in real-time. An algorithm to evaluate this kind of optic flow has been realized in software. It determines relevant motion parameters and a simple scene interpretation in terms of moving object regions. The image processing board and the algorithm are presented in some detail; the performance of the system is demonstrated by experiments
  • Keywords
    image segmentation; image sensors; image sequences; mobile robots; motion estimation; object detection; robot vision; MPEG-processor-based robot vision system; PC-based vision system; image processing board; mobile robot; moving objects; moving observer; real-time detection; scene interpretation; sparse robust optic flow; Image motion analysis; Image processing; Machine vision; Mobile robots; Motion estimation; Object detection; Real time systems; Robot vision systems; Robustness; Software algorithms;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Pattern Recognition, 1998. Proceedings. Fourteenth International Conference on
  • Conference_Location
    Brisbane, Qld.
  • ISSN
    1051-4651
  • Print_ISBN
    0-8186-8512-3
  • Type

    conf

  • DOI
    10.1109/ICPR.1998.711185
  • Filename
    711185