• DocumentCode
    893084
  • Title

    Fiber-Grating-Based Vision System for Real-Time Tracking, Monitoring, and Obstacle Detection

  • Author

    Habib, Maki K.

  • Author_Institution
    Dept. of Adv. Syst. Control Eng., Saga Univ.
  • Volume
    7
  • Issue
    1
  • fYear
    2007
  • Firstpage
    105
  • Lastpage
    121
  • Abstract
    There is a real need to develop a sensory system that can monitor and track the behavioral status of a person in real time while protecting his/her privacy. In addition, it is important to have the ability to detect stationary and moving objects in real time to support dynamic navigation needs for mobile robots. This paper describes the development of intelligent fiber-grating (FG)-based 3-D vision sensory system that enables real-time object detection, monitoring, and tracking. This system uses the richness and the strength of the vision while reducing the data load and computational cost by encoding the working space using a limited number of spatially interrelated 2-D laser spots. The sensor system generates the laser spots by projecting a coherent laser beam on two perpendicularly overlaid layers of FGs. The presence of a target within the visible operational view of the sensor disturbs the part of the projected laser spots´ pattern where the target appeared. By calculating the displacement of the disturbed spots within the CCD image plane, the sensor system can detect, in a short time, an object/human and provide relevant information in terms of range, approximate shape, and position. To facilitate faster detection and real-time tracking, the author has developed two strategies that decompose the working space into zones and virtual planes
  • Keywords
    CCD image sensors; diffraction gratings; fibre optic sensors; laser beam applications; stereo image processing; 2D laser spot array; CCD image plane; diffraction grating; intelligent fiber-grating -based 3D vision sensory system; mobile robots; moving object detection; obstacle detection; real-time monitoring; real-time object detection; real-time tracking; stationary object detection; Machine vision; Mobile robots; Monitoring; Navigation; Object detection; Optical fiber sensors; Privacy; Protection; Real time systems; Sensor systems; 3-D vision sensor; Diffraction grating; fiber grating (FG); laser spot array; monitoring; obstacle avoidance; real time; tracking;
  • fLanguage
    English
  • Journal_Title
    Sensors Journal, IEEE
  • Publisher
    ieee
  • ISSN
    1530-437X
  • Type

    jour

  • DOI
    10.1109/JSEN.2006.888583
  • Filename
    4039322