Title :
A comparative study of resolution merge techniques and their efficiency in processing images of urban areas
Author :
Vaiopoulos, Dimitrios A. ; Nikolakopoulos, Konstantinos ; Skianis, Georgios Aim
Author_Institution :
Dept. of Geogr. & Climatology, Athens Univ., Greece
Abstract :
In this paper, the efficiency of four different merging techniques is examined, in order to improve the spatial resolution of a Landsat 7 ETM image of the city of Pyrgos, western Peloponnese, Greece. The general conclusion is that the PCA merging technique is preferable if the user wants to maintain the natural colors in the 321 merged RGB image. Applying the IHS merging technique, an optimum result in the texture of the urban area may be achieved and its elements, like blocks or streets, are more clearly discerned
Keywords :
image colour analysis; image resolution; principal component analysis; terrain mapping; Greece; Landsat 7 ETM image; PCA merging; Peloponnese; Pyrgos; blocks; images; natural colors; resolution merge techniques; spatial resolution; streets; texture; urban areas; Cities and towns; Geography; Geology; Image resolution; Merging; Principal component analysis; Remote sensing; Satellites; Spatial resolution; Urban areas;
Conference_Titel :
Remote Sensing and Data Fusion over Urban Areas, IEEE/ISPRS Joint Workshop 2001
Conference_Location :
Rome
Print_ISBN :
0-7803-7059-7
DOI :
10.1109/DFUA.2001.985894