• DocumentCode
    1768803
  • Title

    Automatic typhoon eye identification using QuikSCAT data and spiral cloud image

  • Author

    Warunsin, Kulwarun ; Chitsobhuk, Orachat

  • Author_Institution
    Fac. of Eng., King Mongkut´s Inst. of Technol. Ladkrabang, Bangkok, Thailand
  • fYear
    2014
  • fDate
    22-25 Oct. 2014
  • Firstpage
    212
  • Lastpage
    216
  • Abstract
    This paper presents an automatic typhoon eye identification using combined features from QuikSCAT satellite and spiral cloud image. Using only cloud information may lead to excessive time to achieve the search solution if encountering ambiguous cloud shape. Therefore, QuikSCAT wind information is used to estimate the candidate region of interest (ROI) and eye location in order to restrain searching range of spiral cloud. The candidate eye location is further expanded to search for the best eye location using the spiral curve model (SCM). The experimental results demonstrate significant improvement in the eye location identification with approximately 60.5% reduction in distance error compared to the three references.
  • Keywords
    artificial satellites; clouds; geophysical image processing; image segmentation; storms; QuikSCAT satellite data; QuikSCAT wind information; ROI estimation; SCM; ambiguous cloud shape; automatic typhoon eye identification; cloud information; distance error reduction; eye location; eye location identification improvement; region of interest estimation; spiral cloud Image; spiral cloud search range; spiral curve model; Atmospheric measurements; Clouds; Particle measurements; Radar measurements; Spirals; Tropical cyclones; QuikSCAT; heuristic search; spiral cloud; storm search; typhoon eye identification;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control, Automation and Systems (ICCAS), 2014 14th International Conference on
  • Conference_Location
    Seoul
  • ISSN
    2093-7121
  • Print_ISBN
    978-8-9932-1506-9
  • Type

    conf

  • DOI
    10.1109/ICCAS.2014.6987988
  • Filename
    6987988