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Toward a multi-temporal approach for satellite image interpretation
Joint Authors
Riyad, Farah
Sulayman, Basil
Muhammad, Bin-Ahmad
Karim, Saheb
Source
The International Arab Journal of Information Technology
Issue
Vol. 5, Issue 3 (31 Jul. 2008), pp.281-287, 7 p.
Publisher
Publication Date
2008-07-31
Country of Publication
Jordan
No. of Pages
7
Main Subjects
Information Technology and Computer Science
Abstract EN
Multi-temporal remotely sensed images have proved to be of great interest for earth resource assessment and environment monitoring.
Automatic or semi-automatic interpretation of these images becomes an important and complex task in computer vision for land use change detection.
However, facing the complexity of such images, many classical image interpretation techniques become inefficient.
In this paper, the proposed approach, based on multi-agent system and hierarchical blackboard architecture allows an intelligent, concise and flexible control of a multi-temporal scene interpretation.
It proposes the combination of semantic network representing the generic description of the scene, and a state transition diagram, modeling the possible state transitions for each one of the classes of interest.
This system produces a hierarchic description of the results as well as the structural context of the identified objects including the associated attributes.
We illustrate the design and implementation of our system on a set of multi-temporal satellite images SPOT4 representing a center tunisian region for different dates in order to illustrate the potential of the proposed multi-temporal approach.
American Psychological Association (APA)
Karim, Saheb& Riyad, Farah& Sulayman, Basil& Muhammad, Bin-Ahmad. 2008. Toward a multi-temporal approach for satellite image interpretation. The International Arab Journal of Information Technology،Vol. 5, no. 3, pp.281-287.
https://search.emarefa.net/detail/BIM-11479
Modern Language Association (MLA)
Sulayman, Basil…[et al.]. Toward a multi-temporal approach for satellite image interpretation. The International Arab Journal of Information Technology Vol. 5, no. 3 (Jul. 2008), pp.281-287.
https://search.emarefa.net/detail/BIM-11479
American Medical Association (AMA)
Karim, Saheb& Riyad, Farah& Sulayman, Basil& Muhammad, Bin-Ahmad. Toward a multi-temporal approach for satellite image interpretation. The International Arab Journal of Information Technology. 2008. Vol. 5, no. 3, pp.281-287.
https://search.emarefa.net/detail/BIM-11479
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references : p. 285
Record ID
BIM-11479