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
Link To Document :
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