Identification of Ship Type by Ship’s Image and Radar Reflection Intensity using AI

DOI

Bibliographic Information

Other Title
  • AI手法を利用した船舶画像及びレーダ反射強度による船種識別

Abstract

<p>In a maritime traffic census, use of the data obtained by the Automatic Identification System (AIS) is systematized for large ships which are legally obligated to install AIS. Meanwhile, it is costly and time consuming to identify the size and the type of small ships. Particularly in nighttime, it requires enormous time to conduct the observation by sight and to check the radar data. In addition, the ship type and the size of small ships are often recorded, where the conditions are complicated, by the subjective judgement of the observation personnel. In order to conduct labor- and time-saving traffic census of small ships, we reviewed a method of ship type identification by the ship’s image and the radar reflection intensity using the Artificial Intelligence (AI) technique. We reviewed the identification of ship type with the observed data in the coastal area of Seto Inland Sea using the AI technique, and report the result obtained.</p>

Journal

Keywords

Details 詳細情報について

  • CRID
    1390863030854670720
  • DOI
    10.57296/jaczs.36.4_47
  • ISSN
    24369837
    13496123
  • Text Lang
    ja
  • Data Source
    • JaLC
  • Abstract License Flag
    Allowed

Report a problem

Back to top