Title :
Colour and texture based change detection for urban disaster analysis
Author :
Tomowski, Daniel ; Ehlers, Manfred ; Klonus, Sascha
Author_Institution :
Inst. for Geoinformatics & Remote Sensing, Univ. of Osnabrueck, Osnabrueck, Germany
Abstract :
A rapid visualisation of change in urban crisis areas is an important condition for planning and coordination of help. For automated change detection, a large number of algorithms has been proposed and developed. This paper describes the results of a colour and texture based change detection approach that was applied to satellite and aircraft images of the earthquake region in Haiti. In our integrated methodology, we calculate firstly new colour texture images which are based on the feature `energy´. This is performed for every channel in the visible colour spectrum at two different times after a radiometric harmonisation. Combined with a principal component analysis for each texture image and a subsequent histogram optimisation, we subtract the texture elements to visualise the occurred change. As result, it is not only possible to automatically delineate areas of change but also to distinguish between different types of change.
Keywords :
data visualisation; disasters; earthquakes; geophysical image processing; image colour analysis; image texture; optimisation; principal component analysis; radiometry; town and country planning; aircraft images; automated change detection; change visualisation; colour based change detection; colour texture images; earthquake region; feature energy; help coordination; integrated methodology; planning; principal component analysis; radiometric harmonisation; satellite images; subsequent histogram optimisation; texture based change detection; texture elements; urban crisis areas; urban disaster analysis; visible colour spectrum; Buildings; Earthquakes; Image color analysis; Principal component analysis; Remote sensing; Satellite broadcasting; Satellites;
Conference_Titel :
Urban Remote Sensing Event (JURSE), 2011 Joint
Conference_Location :
Munich
Print_ISBN :
978-1-4244-8658-8
DOI :
10.1109/JURSE.2011.5764786