• DocumentCode
    2613595
  • Title

    Vision system research for autonomous underwater vehicle

  • Author

    Yuan, Xiaohai ; Qiu, Chenchang ; Chen, Rongsheng ; Hu, Zhen ; Liu, Peilin

  • Author_Institution
    Chin Ship Sci. Res. Center, Wuxi, China
  • Volume
    2
  • fYear
    1997
  • fDate
    28-31 Oct 1997
  • Firstpage
    1465
  • Abstract
    A Vision System of an Autonomous Underwater Vehicle (AUVVS) is presented. The system combines computational vision and active vision, image processing and object recognition, positioning, and matching. Three aspects of research work are described. The first is underwater image processing, feature extraction and object recognition. Because of the property of the underwater environment, several techniques were applied for image enhancement and segmentation. The second is concerned with matching. A matching algorithm based on building the map between image sequences is presented. The constraint of feature points connection is used to reduce search space. The third deals with recovering depth information and positioning the object. By the given lengths of edges, a new method for recovering 3D coordinate is implemented. Experimental results show the advantages of the system in robustness and real time processing
  • Keywords
    feature extraction; image enhancement; image sequences; marine systems; object recognition; search problems; vehicles; 3D coordinate; AUVVS; active vision; autonomous underwater vehicle; computational vision; depth information; feature extraction; feature points connection; image enhancement; image processing; image sequences; matching algorithm; object positioning; object recognition; real time processing; search space; segmentation; underwater environment; underwater image processing; vision system research; Computer vision; Feature extraction; Image enhancement; Image processing; Image segmentation; Image sequences; Machine vision; Object recognition; Robustness; Underwater vehicles;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Processing Systems, 1997. ICIPS '97. 1997 IEEE International Conference on
  • Conference_Location
    Beijing
  • Print_ISBN
    0-7803-4253-4
  • Type

    conf

  • DOI
    10.1109/ICIPS.1997.669263
  • Filename
    669263