Title :
A global architecture for temporal changes analysing system using satellite images and cartographic data
Author :
Leduc, Francois ; Solaiman, Basel ; Cavayas, Franqois
Author_Institution :
Dept. ITI, ENST de Bretagne, Brest, France
Abstract :
The authors present the development of a temporal change analyzing expert system. The proposed system acts in three sequential steps. First, the dataset given in input is analyzed and depending on the data nature, a change detection method is selected. Second, the change detection method is applied and a fuzzy changes image is created. Changes are detected at a pixel level. Third, the nature of the changes is interpreted using a rule-based reasoning approach. Here the changes are identified at a polygon level. The authors present their method by analyzing a dataset composed of a base forest map at time T0 (1993) and a Landsat-TM image at time T1 (1995) in the context of a forest map updating paradigm
Keywords :
cartography; expert systems; geophysical signal processing; geophysical techniques; image sequences; remote sensing; terrain mapping; vegetation mapping; Landsat-TM image; cartographic data; cartography; change detection; change detection method; expert system; forest; fuzzy change; geophysical measurement technique; global architecture; image processing; image sequence; land surface; map updating; remote sensing; rule-based reasoning; satellite image; sequential step; temporal change; terrain mapping; vegetation mapping; Computer architecture; Data analysis; Expert systems; Image analysis; Pixel; Radar imaging; Radiometry; Remote sensing; Satellite broadcasting; Spaceborne radar;
Conference_Titel :
Geoscience and Remote Sensing Symposium, 1999. IGARSS '99 Proceedings. IEEE 1999 International
Conference_Location :
Hamburg
Print_ISBN :
0-7803-5207-6
DOI :
10.1109/IGARSS.1999.771511