An intelligent decision-making system for flood monitoring from space
This paper presents the results of a feasibility study on intelligent image processing and decision-making for flood monitoring on board satellites. The ability to detect temporal changes in images is one of the most important functions in intelligent image processing systems for hazard and disaster...
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| Format: | Article |
| Language: | en |
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IEEE
2007
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| Online Access: | http://eprints.utm.my/6181/1/SYuhaniz2007_Anintelligentdecisionmakingsystem.pdf http://eprints.utm.my/6181/ http://ieeexplore.ieee.org/document/4290941/ |
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| author | Yuhaniz, Siti Vladimirova, Tanya Gleason, Scott |
| author_facet | Yuhaniz, Siti Vladimirova, Tanya Gleason, Scott |
| author_sort | Yuhaniz, Siti |
| building | UTM Library |
| collection | Institutional Repository |
| content_provider | Universiti Teknologi Malaysia |
| content_source | UTM Institutional Repository |
| continent | Asia |
| country | Malaysia |
| description | This paper presents the results of a feasibility study on intelligent image processing and decision-making for flood monitoring on board satellites. The ability to detect temporal changes in images is one of the most important functions in intelligent image processing systems for hazard and disaster monitoring applications. An automatic change detection system is proposed, the purpose of which is to monitor particular areas on Earth and give warnings to the authorities if any flooding events are detected. A novel solution to flood detection based on combined use of optical multispectral imagery and GPS reflectometry data is introduced. A fuzzy inference engine is used in the decision-making process, which generates control signals to other subsystems on board the satellite. |
| format | Article |
| id | my.utm.eprints-6181 |
| institution | Universiti Teknologi Malaysia |
| language | en |
| publishDate | 2007 |
| publisher | IEEE |
| record_format | eprints |
| spelling | my.utm.eprints-61812017-04-25T06:38:27Z http://eprints.utm.my/6181/ An intelligent decision-making system for flood monitoring from space Yuhaniz, Siti Vladimirova, Tanya Gleason, Scott Q Science (General) This paper presents the results of a feasibility study on intelligent image processing and decision-making for flood monitoring on board satellites. The ability to detect temporal changes in images is one of the most important functions in intelligent image processing systems for hazard and disaster monitoring applications. An automatic change detection system is proposed, the purpose of which is to monitor particular areas on Earth and give warnings to the authorities if any flooding events are detected. A novel solution to flood detection based on combined use of optical multispectral imagery and GPS reflectometry data is introduced. A fuzzy inference engine is used in the decision-making process, which generates control signals to other subsystems on board the satellite. IEEE 2007-08-09 Article PeerReviewed application/pdf en http://eprints.utm.my/6181/1/SYuhaniz2007_Anintelligentdecisionmakingsystem.pdf Yuhaniz, Siti and Vladimirova, Tanya and Gleason, Scott (2007) An intelligent decision-making system for flood monitoring from space. 2007 ECSIS Symposium on Bio-inspired, Learning, and Intelligent Systems for Security . pp. 65-71. ISSN 0-7695-2919-4 http://ieeexplore.ieee.org/document/4290941/ 10.1109/BLISS.2007.32 |
| spellingShingle | Q Science (General) Yuhaniz, Siti Vladimirova, Tanya Gleason, Scott An intelligent decision-making system for flood monitoring from space |
| title | An intelligent decision-making system for flood monitoring from space |
| title_full | An intelligent decision-making system for flood monitoring from space |
| title_fullStr | An intelligent decision-making system for flood monitoring from space |
| title_full_unstemmed | An intelligent decision-making system for flood monitoring from space |
| title_short | An intelligent decision-making system for flood monitoring from space |
| title_sort | intelligent decision-making system for flood monitoring from space |
| topic | Q Science (General) |
| url | http://eprints.utm.my/6181/1/SYuhaniz2007_Anintelligentdecisionmakingsystem.pdf http://eprints.utm.my/6181/ http://ieeexplore.ieee.org/document/4290941/ |
| url_provider | http://eprints.utm.my/ |