Modeling, combining and discounting mine detection sensors within Dempster-Shafer framework

Nada Milisavljevic, Isabelle Bloch, Marc Acheroy

Onderzoeksoutput: Bijdrage aan een tijdschriftCongresartikelpeer review

Samenvatting

In this paper, ideas for modeling humanitarian mine detection sensors and their combination within Dempster-Shafer framework are presented. Reasons for choosing this framework are pointed out, taking into account specificity and sensitivity of the problem. This work is done in the scope of the HUDEM* project, where three promising and complementary sensors are investigated, so detail analysis is performed in case of fusing the data from them. A way for including in the model influence of various factors on sensors and their results is discussed as well and will be further analyzed in the future. The application of the approach proposed in this paper is illustrated on the case of sensing metallic objects, but it is possible to modify it for other situations.

Originele taal-2Engels
Pagina's (van-tot)II/-
TijdschriftProceedings of SPIE - The International Society for Optical Engineering
Volume4038
StatusGepubliceerd - 2000
EvenementDetection and Remediation Technologies for Mines and Minelike Targets V - Orlando, FL, USA
Duur: 24 apr. 200028 apr. 2000

Vingerafdruk

Duik in de onderzoeksthema's van 'Modeling, combining and discounting mine detection sensors within Dempster-Shafer framework'. Samen vormen ze een unieke vingerafdruk.

Citeer dit