Title :
A multispectral edge detection scheme and its application to Landsat imagery
Author :
Drewniok, Christian ; Dreschler-Fischer, Leonie
Author_Institution :
Dept. of Comput. Sci., Hamburg Univ., Germany
Abstract :
It is shown how to extend in a formally well-founded way a state-of-the-art gray-level edge detector to be applied to multi-dimensional image functions. Based on the mathematical approach the authors introduce a detection scheme which is not limited to a specific number of image components (spectral channels). In several experiments done on TM-data The authors demonstrate that the multispectral approach allows them to integrate the contrast information contained in the different channels in a satisfactory way
Keywords :
edge detection; geophysical techniques; remote sensing; Landsat imagery; TM; contrast; detection scheme; geophysical measurement technique; gray-level edge detector; land surface imaging; mathematical approach; multi-dimensional image functions; multispectral edge detection; remote sensing; Application software; Computer science; Eigenvalues and eigenfunctions; Image edge detection; Independent component analysis; Information analysis; Jacobian matrices; Multidimensional systems; Remote sensing; Satellites;
Conference_Titel :
Geoscience and Remote Sensing Symposium, 1993. IGARSS '93. Better Understanding of Earth Environment., International
Conference_Location :
Tokyo
Print_ISBN :
0-7803-1240-6
DOI :
10.1109/IGARSS.1993.322394