• DocumentCode
    614240
  • Title

    Towards a free open source software tool for human settlement detection on VHR remote sensing images

  • Author

    Iannelli, G.C. ; Gamba, Paolo ; Dell´Acqua, Fabio ; Feitosa, R.Q. ; da Costa, G.A.O.P.

  • Author_Institution
    Dept. of Ind. & Inf. Eng., Univ. of Pavia, Pavia, Italy
  • fYear
    2013
  • fDate
    21-23 April 2013
  • Firstpage
    155
  • Lastpage
    158
  • Abstract
    This work presents the preliminary results of a joint enterprise aiming at the development of free open source software (FOSS) tools for very high resolution remote sensing (RS) image analysis (IA) at the global level. Specifically, the paper proposes a simple method for the detection of human settlements on RS images. The method relies on a model, which can be described in terms of few simple intuitive features related to the ontology of an urban area. In consequence, the method can be adjusted to different urban typologies by users with little background on RS and IA. Moreover, a FOSS implementation of the proposed method is described. The prototype integrates two free open source tools, namely Urban Focus and InterIMAGE. Both, method and prototype are tested experimentally on a CBERS dataset, whit encouraging results.
  • Keywords
    geophysical image processing; public domain software; remote sensing; FOSS tool; IA; InterIMAGE method; RS; Urban Focus method; VHR remote sensing image; free open source software tool; global level; human settlement detection; joint enterprise; ontology; very high resolution remote sensing image analysis; Buildings; Educational institutions; Image segmentation; Remote sensing; Satellites; Spatial resolution; Urban areas;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Urban Remote Sensing Event (JURSE), 2013 Joint
  • Conference_Location
    Sao Paulo
  • Print_ISBN
    978-1-4799-0213-2
  • Electronic_ISBN
    978-1-4799-0212-5
  • Type

    conf

  • DOI
    10.1109/JURSE.2013.6550689
  • Filename
    6550689