• DocumentCode
    484502
  • Title

    Object-Level Semantic Change Interpretation for Multi-band Remotely Sensed Imagery

  • Author

    Griffis, Karin ; Bystrom, Maja

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Boston Univ., Boston, MA
  • Volume
    4
  • fYear
    2008
  • fDate
    7-11 July 2008
  • Abstract
    We propose a method for object-level change interpretation which we apply to remotely-sensed multispectral imagery. The method employs a model-based change description determined by a previously-developed change understanding system [3] in which object change is expressed by estimated model parameters. In this work, object change is interpreted using a physical description of the model parameter changes and the evaluation of object change model probabilities and error objects. Experiments are performed on multispectral ASTER imagery to analyze the proposed change interpretation mechanisms.
  • Keywords
    geophysical signal processing; object-oriented methods; remote sensing; ASTER imagery; change understanding system; multiband imagery; multiband remote sensing; object level semantic change interpretation; Biological system modeling; Clouds; Collision mitigation; Image analysis; Parameter estimation; Performance analysis; Predictive models; Remote monitoring; Sensor arrays; System testing; change detection; change interpretation; modeling; multispectral; remote sensing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Geoscience and Remote Sensing Symposium, 2008. IGARSS 2008. IEEE International
  • Conference_Location
    Boston, MA
  • Print_ISBN
    978-1-4244-2807-6
  • Electronic_ISBN
    978-1-4244-2808-3
  • Type

    conf

  • DOI
    10.1109/IGARSS.2008.4779690
  • Filename
    4779690