Title :
Fuzzy spatial relations for high resolution remote sensing image analysis: The case of “to go across”
Author :
Vanegas, Maria Carolina ; Bloch, Isabelle ; Inglada, Jordi
Author_Institution :
CNRS-LTCI, Telecom ParisTech, Paris, France
Abstract :
High resolution remote sensing (HR RS) images allow discriminating between different objects in a scene. Spatial reasoning techniques can be used to interpret and describe the scene. One component of spatial reasoning deals with the modeling and assessment of spatial relations among objects. In this work we propose three models that seize the semantics of the spatial relations "to go across" and "to go through" between a linear object and a region. To develop these three models we considered the usual perception of these natural language expressions which leads to the development of the three fuzzy models. They have been implemented and tested in scenes of HR RS images. Results are in good agreement with intuition.
Keywords :
fuzzy logic; geophysical image processing; natural language processing; remote sensing; spatial reasoning; fuzzy spatial relations; high resolution remote sensing image analysis; natural language expressions; object spatial relation assessment; object spatial relation modeling; spatial reasoning techniques; spatial relation semantics; Computer aided software engineering; Fuzzy sets; Image analysis; Image resolution; Layout; Natural languages; Remote sensing; Spatial resolution; Telecommunications; Testing; go across; natural language interpretation; spatial relations;
Conference_Titel :
Geoscience and Remote Sensing Symposium,2009 IEEE International,IGARSS 2009
Conference_Location :
Cape Town
Print_ISBN :
978-1-4244-3394-0
Electronic_ISBN :
978-1-4244-3395-7
DOI :
10.1109/IGARSS.2009.5417491