DocumentCode :
3542457
Title :
Change detection by new DSmT decision rule and ICM with constraints: Application to Argan land cover
Author :
Elhassouny, Azeddine ; Idbraim, Soufiane ; Mammass, Driss ; Ducrot, Danielle
Author_Institution :
Fac. of Sci., IRF-SIC Lab., Agadir, Morocco
fYear :
2012
fDate :
10-12 May 2012
Firstpage :
107
Lastpage :
112
Abstract :
The objective of this work is, in the first place, the integration in a fusion process using hybrid DSmT model, both, the contextual information obtained from a supervised ICM classification with constraints and the temporal information with the use of two images taken at two different dates. Secondly, we have proposed a new decision rule based on the DSmP transformation to overcome the inherent limitations of the decision rules thus use the maximum of generalized belief functions. The approach is evaluated on two LANDSAT ETM+ images, the results are promising.
Keywords :
geographic information systems; image processing; sensor fusion; Argan land cover; DSmP transformation; DSmT decision rule; Dezert-Smarandache theory; LANDSAT ETM+ image; change detection; contextual information; fusion process; generalized belief function; hybrid DSmT model; supervised ICM classification; Earth; Hybrid power systems; Laboratories; Remote sensing; Satellites; Uncertainty; Vegetation mapping;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Multimedia Computing and Systems (ICMCS), 2012 International Conference on
Conference_Location :
Tangier
Print_ISBN :
978-1-4673-1518-0
Type :
conf
DOI :
10.1109/ICMCS.2012.6320177
Filename :
6320177
Link To Document :
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