Title :
Differential Area Profiles
Author :
Ouzounis, Georgios K. ; Soille, Pierre
Author_Institution :
Global Security & Crisis Manage. Unit, Joint Res. Center-Eur. Comm., Ispra, Italy
Abstract :
In this paper a new feature descriptor, the differential area profile (DAP), is presented. DAPs, like the regular differential morphological profiles, are computed from some size distribution. The proposed method is based on the area metric given by regular connected area filters. Area compared to local width, i.e. the diameter of the structuring element in the corresponding set of openings by reconstruction in classical DMPs, leads to a rather different multi-scale decomposition. This is investigated here and an example on a very high resolution satellite image tile is given.
Keywords :
geophysics computing; image reconstruction; image resolution; area filters; differential area profiles; differential morphological profiles; feature descriptor; high resolution satellite image tile; local width; multiscale decomposition; size distribution; Gray-scale; Image reconstruction; Image resolution; Pixel; Satellites; Shape; Tiles; Differential area profile; area opening; remote sensing;
Conference_Titel :
Pattern Recognition (ICPR), 2010 20th International Conference on
Conference_Location :
Istanbul
Print_ISBN :
978-1-4244-7542-1
DOI :
10.1109/ICPR.2010.993