Title :
Fusion of satellite images usimg bilateral filter based edge preserving image decomposition
Author :
Kaplan, N.H. ; Erer, I.
Author_Institution :
Elektron. ve Haberlesme Muhendisligi Bolumu, Estanbul Teknik Univ., Estanbul, Turkey
Abstract :
A new fusion method based on bilateral pyramid for multispectral and panchromatic images is presented. Bilateral pyramid is a multiscale decomposition method which can decompose an input image into a base layer representing the low frequency content and several detail layers representing the high frequency part of the image. The fused image is obtained by three different rules: substitutive, additive and additive luminance proportional methods. The proposed methods are compared with the widely used IHS (intensity-hue-saturation) and ATWT based fusion methods. The resulting images as well as evaluation metrics demonstrate that the proposed algorithm has better performance.
Keywords :
artificial satellites; edge detection; geophysical image processing; image fusion; image representation; nonlinear filters; wavelet transforms; additive luminance proportional method; bilateral filter based edge preserving image decomposition; bilateral pyramid; evaluation metrics; image represention; multiscale decomposition method; multispectral image; panchromatic image; satellite image fusion; Additives; Conferences; Image fusion; Image resolution; Remote sensing; Satellites; Signal processing; additive wavelet transform; bilateral filter; image fusion; pansharpening;
Conference_Titel :
Signal Processing and Communications Applications Conference (SIU), 2014 22nd
Conference_Location :
Trabzon
DOI :
10.1109/SIU.2014.6830639