• DocumentCode
    2547110
  • Title

    Multilayer real-time video image stabilization

  • Author

    Windau, Jens ; Itti, Laurent

  • Author_Institution
    Comput. Sci. Dept., Univ. of Southern California, Los Angeles, CA, USA
  • fYear
    2011
  • fDate
    25-30 Sept. 2011
  • Firstpage
    2397
  • Lastpage
    2402
  • Abstract
    In many camera-based robotics applications, stabilizing video images in real-time is often critical for successful performance. In particular vision-based navigation, localization and tracking tasks cannot be performed reliably when landmarks are blurry, poorly focused or disappear from the camera view due to strong vibrations. Thus a reliable video image stabilization system would be invaluable for these applications. This paper presents a real-time video image stabilization system (VISS) primarily developed for aerial robots. Its unique architecture combines four independent stabilization layers. Layer 1 detects vibrations via an inertial measurement unit (IMU) and performs external counter-movements with a motorized gimbal. Layer 2 damps vibrations by using mechanical devices. The internal optical image stabilization of the camera represents Layer 3, while Layer 4 filters remaining vibrations using software. VISS is low-cost and robust. It has been implemented on a ??Photoship One?? gimbal, using GUMBOT hardware for processing Sparkfun-IMU data (Layer 1). Lord Mount vibration isolators damp vibrations (Layer 2). Video images of Panasonic´s Lumix DMCTZ5 camera are optically stabilized with Panasonic´s ??Mega O.I.S.?? technique (Layer 3) and digitally stabilized with ??Deshaker?? software (Layer 4). VISS significantly improved the stability of shaky video images in a series of experiments.
  • Keywords
    robot vision; vibration isolation; video signal processing; aerial robots; camera-based robotics application; inertial measurement unit; localization tasks; mechanical devices; motorized gimbal; multilayer real-time video image stabilization; optical image stabilization; real-time video image stabilization system; tracking tasks; vibration isolators; vision-based navigation; Cameras; Optical filters; Optical imaging; Real time systems; Robots; Streaming media; Vibrations;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Robots and Systems (IROS), 2011 IEEE/RSJ International Conference on
  • Conference_Location
    San Francisco, CA
  • ISSN
    2153-0858
  • Print_ISBN
    978-1-61284-454-1
  • Type

    conf

  • DOI
    10.1109/IROS.2011.6094738
  • Filename
    6094738