• DocumentCode
    161974
  • Title

    Assessment of fishery resource of a marine ranching based on a DIDSON

  • Author

    Renai Huang ; Jun Han ; Jianfeng Tong

  • Author_Institution
    Ocean Coll., Zhejiang Univ., Hangzhou, China
  • fYear
    2014
  • fDate
    7-10 April 2014
  • Firstpage
    1
  • Lastpage
    5
  • Abstract
    Marine ranching is a new concept of modern fishery, which has extremely significance to the development of modern ocean economy. Various technologies are required to ensure the efficiency of marine ranching. Among those, the technology of ocean resource assessment, especially fish resource, plays an indispensible and key role. This paper introduces an effective and precise method to assess the fishery resource in a marine ranching based on dual-frequency identification sonar (DIDSON). The cores of this fishery resource assessment method are target detection and target tracking. There are many methods available for target detection and target tracking, in this paper, saliency extraction combined with background removing method and extended Kalman filter (EKF) method are utilized for target detection and target tracking respectively. Through this assessing method, indexes of fish resource are calculated, such as fish number, the mean speed and the mean swimming direction of fish, and the fish size.
  • Keywords
    Kalman filters; aquaculture; feature extraction; nonlinear filters; object detection; oceanographic techniques; sonar imaging; sonar tracking; target tracking; DIDSON; EKF method; background removing method; dual-frequency identification sonar; extended Kalman filter method; fish number; fish size; fishery resource assessment; marine ranching; mean speed; mean swimming direction; modern fishery; modern ocean economy; ocean resource assessment; saliency extraction; target detection; target tracking; Aquaculture; Equations; Estimation; Marine animals; Mathematical model; Object detection; Target tracking; assessment; extended Kalman filter; target detection; target tracking;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    OCEANS 2014 - TAIPEI
  • Conference_Location
    Taipei
  • Print_ISBN
    978-1-4799-3645-8
  • Type

    conf

  • DOI
    10.1109/OCEANS-TAIPEI.2014.6964360
  • Filename
    6964360