• DocumentCode
    2870886
  • Title

    The Applied Research of Remote Sensing Image Data Mining Architecture

  • Author

    Du Ping ; Yueshun, He

  • Author_Institution
    East China Inst. of Technol., Fuzhou, China
  • Volume
    1
  • fYear
    2009
  • fDate
    18-19 July 2009
  • Firstpage
    301
  • Lastpage
    303
  • Abstract
    As the spatial data complexity and its multifamily of application field, to get implicit and useful knowledge of space, it is necessary to study the integration issues of the spatial data and choose a suitable technology for data processing and analysis. In the paper, the characteristics of remote sensing image data were analyzed, the traditional data mining processes and architecture were analyzed and improved. A new process and architecture were presented for remote sensing image data mining based on data warehouse. On the basis of the work, we design a prototype system for data mining of the remote sensing image. We resolved and implemented the synergetic work in ingenious between the layers of the prototype system and between the components in the layer by the four-tier of J2EE architecture. Also, an implementation method was presented for the key technology.
  • Keywords
    data analysis; data mining; data warehouses; image processing; remote sensing; J2EE architecture; data analysis; data processing; data warehouse; remote sensing image data mining architecture; spatial data complexity; Data analysis; Data mining; Data warehouses; Feature extraction; Image analysis; Image databases; Relational databases; Remote sensing; Space technology; Spatial databases; Remote Sensing image; architecture; data mining;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Processing, 2009. APCIP 2009. Asia-Pacific Conference on
  • Conference_Location
    Shenzhen
  • Print_ISBN
    978-0-7695-3699-6
  • Type

    conf

  • DOI
    10.1109/APCIP.2009.83
  • Filename
    5197056