• DocumentCode
    3382214
  • Title

    Image information mining methods for exploring and understanding high resolution images

  • Author

    Datcu, Mihai ; Schwarz, Gottfried

  • Author_Institution
    German Aerosp. Center (DLR), Wessling, Germany
  • fYear
    2010
  • fDate
    25-30 July 2010
  • Firstpage
    33
  • Lastpage
    35
  • Abstract
    This paper discusses the basic paradigm of how image information mining methods work in the field of remote sensing. To this end, we compare our approaches to the approaches being used in the world of multimedia; then we discuss the annotation specifics of remote sensing data and describe the different types of remote sensing data that we are faced with today. We conclude with a description of algorithmic alternatives and compare several competing systems that are currently in use. Finally, we provide an outlook of what we expect in the near future.
  • Keywords
    data mining; image resolution; image retrieval; remote sensing; high resolution image; image information mining method; remote sensing; Data mining; Image retrieval; Multimedia communication; Optical sensors; Pixel; Remote sensing; Semantics; Information extraction; image data; information mining; remote sensing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Geoscience and Remote Sensing Symposium (IGARSS), 2010 IEEE International
  • Conference_Location
    Honolulu, HI
  • ISSN
    2153-6996
  • Print_ISBN
    978-1-4244-9565-8
  • Electronic_ISBN
    2153-6996
  • Type

    conf

  • DOI
    10.1109/IGARSS.2010.5654442
  • Filename
    5654442