Title :
A cluster-based geophysical template matching system
Author :
Dunstan, Neil ; Hodgson, Stephen
Author_Institution :
Sch. of Math. & Comput. Sci., New England Univ., Armidale, NSW, Australia
Abstract :
There has been increased interest in the use of sensing devices in the detection and classification of subsurface objects, particularly for the purpose of eradicating Unexploded Ordnance (UXO) from military sites. The Geophysical Template Matching System (GTMS) is a cluster-based framework for the storage and analysis of spatial data sets derived from scanning subsurface objects using geophysical sensing devices. Current approaches to the UXO detection and classification problem have met with limited success. The template matching approach employs libraries of templates extracted from known objects. Coarse grain parallel processing techniques are used to speed up the matching algorithms with fine grain parallelism also planned. The user interface is via the World Wide Web providing interaction, a graphical user interface and convenient access from remote locations
Keywords :
geophysical equipment; graphical user interfaces; information resources; military computing; parallel processing; pattern matching; sensors; signal processing; visual databases; GTMS; Geophysical Template Matching System; UXO; UXO detection; Unexploded Ordnance; World Wide Web; cluster based geophysical template matching system; cluster-based framework; coarse grain parallel processing techniques; fine grain parallelism; geophysical sensing devices; graphical user interface; matching algorithms; military sites; remote locations; sensing devices; spatial data sets; subsurface object scanning; subsurface objects; template matching approach; user interface; Data mining; Geophysics computing; Libraries; Magnetic devices; Object detection; Optical sensors; Parallel processing; Radar detection; Thermal sensors; Web sites;
Conference_Titel :
Computer Science Conference, 2001. ACSC 2001. Proceedings. 24th Australasian
Conference_Location :
Gold Coast, Qld.
Print_ISBN :
0-7695-0963-0
DOI :
10.1109/ACSC.2001.906623