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