DocumentCode :
2876738
Title :
Human-experts rules modeling for linear planimetric features extraction in a remotely sensed images data fusion context
Author :
Pigeon, Luc ; Solaiman, Bassel ; Thomson, Keith P B ; Moulin, Bernard ; Toutin, Thierry
Author_Institution :
Dept. ITI, Ecole Nat. Superieure des Telecommun. de Bretagne, Brest, France
Volume :
5
fYear :
1999
fDate :
1999
Firstpage :
2369
Abstract :
This study deals with the use of knowledge engineering techniques applied to the design of linear planimetric features (LPF) extraction and classification tools. These features include the most important cartographic elements like roads, energy lines, railroads, etc. Since human knowledge can be classified into different categories such as declarative, procedural and meta-knowledge, the research work presented in this study is related to a part of the procedural knowledge known as rules. These rules presented in the case of the LPF detection are not only essential in the development of semi-automatic general cartographic systems but they also put highlights on inexact and fuzzy reasoning which are powerful tools used in intelligent systems development
Keywords :
cartography; expert systems; feature extraction; geophysical signal processing; geophysical techniques; geophysics computing; image classification; knowledge based systems; knowledge engineering; remote sensing; sensor fusion; terrain mapping; cartography; data fusion; energy line; expert system; feature extraction; fuzzy reasoning; geophysical measurement technique; human-experts rules modeling; image classification; image processing; intelligent system; knowledge engineering; land surface; linear planimetric feature; railroad; railway; remote sensing; road; rule based system; sensor fusion; terrain mapping; Acceleration; Context modeling; Data mining; Feature extraction; Humans; Knowledge engineering; Production; Remote sensing; Roads; Satellites;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Geoscience and Remote Sensing Symposium, 1999. IGARSS '99 Proceedings. IEEE 1999 International
Conference_Location :
Hamburg
Print_ISBN :
0-7803-5207-6
Type :
conf
DOI :
10.1109/IGARSS.1999.771512
Filename :
771512
Link To Document :
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