Title :
An improved method of bidimensional empirical mode decomposition
Author :
Qian, Wang ; Li-xin, Song ; Feng-jiao, Gao
Author_Institution :
Harbin Univ. of Sci. & Technol., Harbin, China
Abstract :
In this paper, we propose a modified bidimensional empirical mode decomposition (BEMD) algorithm where the interpolation method is based on radial basis function interpolation using blocking technique combined with natural mosaicing. We can get ride of solving large linear equations and calculating huge matrix. It is proved that the modified method has faster calculating speed. At the same time, it reduces the border error problem as a result of blocking. Experimental results demonstrate that it is feasible and effective.
Keywords :
image segmentation; interpolation; radial basis function networks; bidimensional empirical mode decomposition; blocking technique; border error problem; huge matrix; interpolation method; linear equations; natural mosaicing; radial basis function interpolation; Interpolation; Bidimensional Empirical Mode Decomposition (BEMD); Image Processing; Radial basis function;
Conference_Titel :
Strategic Technology (IFOST), 2010 International Forum on
Conference_Location :
Ulsan
Print_ISBN :
978-1-4244-9038-7
Electronic_ISBN :
978-1-4244-9036-3
DOI :
10.1109/IFOST.2010.5667950