• DocumentCode
    1607231
  • Title

    Multi-agent system for detecting and analysing changes on satellite image sequence

  • Author

    Sahe Ettabaa, K. ; Farah, I.R. ; Ahmed, M.B.

  • Author_Institution
    Lab. de Recherche en Inf. Arabisee et Documentque Integree, Campus Univ. de Manouba, Tunisia
  • Volume
    3
  • fYear
    2004
  • Firstpage
    1579
  • Abstract
    The analysis of satellite images representing natural scenes introduced a very important volume information and requires a substantial elaboration at all levels: pre-processing, segmentation, recognition and interpretation. The consideration of all these phases influences unmistakably the quality of the tasks of processing and time execution. Quality and time are often the only criteria retained by these applications. In this paper, we propose a multi-agent approach which consists in developing a multi-agent system based on parallel processing concept for satellite image analysis changes, we describe the basics of our multi agent architecture concept and show how it can be used as basis of an automatic task parallel processing to speed up image processing. We further illustrate the design and implementation of the multi agent system that uses image analysis agents for generating and processing parallel programs by calling the available method. We validated our approach on satellite images of SPOT4 representing a north Tunisian region for different dates. The results obtained consists in classifying images and detecting the change.
  • Keywords
    geophysical signal processing; image classification; image representation; image sequences; multi-agent systems; parallel processing; remote sensing; SPOT4; image processing; multiagent system; north Tunisian region; parallel processing; satellite image analysis; satellite image sequence; Image analysis; Image recognition; Image segmentation; Image sequence analysis; Image sequences; Information analysis; Layout; Multiagent systems; Parallel processing; Satellites;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Industrial Technology, 2004. IEEE ICIT '04. 2004 IEEE International Conference on
  • Print_ISBN
    0-7803-8662-0
  • Type

    conf

  • DOI
    10.1109/ICIT.2004.1490802
  • Filename
    1490802