• DocumentCode
    2050400
  • Title

    Specific target recognition and segmentation algorithm for real-time side scan sonar images

  • Author

    Wang, Lei ; Li, Minhui ; Ye, Xiufen ; Wang, Tian

  • Author_Institution
    Hubei Agricultural Machinery Engineering Research and Design Institute, Hubei University of Technology, Wuhan, 430068, China
  • fYear
    2015
  • fDate
    2-5 Aug. 2015
  • Firstpage
    2649
  • Lastpage
    2653
  • Abstract
    We propose a specific target recognition and segmentation algorithm to address the segmentation problem in real-time side scan sonar images. Using auxiliary information, shape, size and position relationship, we can improve the efficiency and effectiveness of sonar image segmentation. First, we give the method of segment isolated target, combine with this method, we address the segmentation problem of special size target and give the shape relationships of objects and shadows. Then, we propose an area judgment method to recognition different objects using these relationships. Experimental results show that the segmentation and recognition algorithm is good and effective.
  • Keywords
    Algorithm design and analysis; Clustering algorithms; Image segmentation; Real-time systems; Shape; Sonar detection; Sonar images; area judgment; special target;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Mechatronics and Automation (ICMA), 2015 IEEE International Conference on
  • Conference_Location
    Beijing, China
  • Print_ISBN
    978-1-4799-7097-1
  • Type

    conf

  • DOI
    10.1109/ICMA.2015.7237905
  • Filename
    7237905