Universiti Teknologi Malaysia Institutional Repository

An intelligent decision-making system for flood monitoring from space

Yuhaniz, S. and Vladimirova, T. and Gleason, S. (2007) An intelligent decision-making system for flood monitoring from space. In: 2007 ECSIS Symposium On Bio-Inspired, Learning, and Intelligent Systems For Security, Proceedings, August 9-10, 2007 , Edinburgh, UK .

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Official URL: http://ieeexplore.ieee.org/document/4290941/?reloa...

Abstract

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.

Item Type:Conference or Workshop Item (Paper)
Uncontrolled Keywords:global positioning system, disasters, floods, fuzzy reasoning
Subjects:Q Science > QA Mathematics > QA75 Electronic computers. Computer science
Divisions:Computer Science and Information System (Formerly known)
ID Code:25078
Deposited By: Pn Haliza Zainal
Deposited On:08 May 2012 05:14
Last Modified:20 Jun 2017 06:54

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