Title :
Matching of multi-resolution image for remote sensing glacier detection
Author :
Guermazi, Abderrahmen ; Valet, L. ; Bolon, P.
Author_Institution :
LISTIC, Univ. de Savoie, Annecy le Vieux, France
Abstract :
Multi-resolution images provide a rich source of information but the combining of their data is still difficult due to their different characteristics. In this paper, a multi-source data fusion approach is presented. A common space for information representation is generated by selecting points of interest that are then connected through a Delaunay triangulation. The obtained topology allows the classification of landforms based on all the available attributes. This approach is illustrated on glacier detection in Alps mountains.
Keywords :
geophysical image processing; glaciology; image classification; image fusion; image matching; image resolution; mesh generation; terrain mapping; Alps mountains; Delaunay triangulation; information representation; landform classification; multiresolution image matching; multisource data fusion approach; remote sensing glacier detection; topology; Feature extraction; Lakes; Remote sensing; Satellites; Spatial resolution; Surface topography; Topology;
Conference_Titel :
Pattern Recognition (ICPR), 2012 21st International Conference on
Conference_Location :
Tsukuba
Print_ISBN :
978-1-4673-2216-4