Title :
Hyperspherical color transform based pansharpening method for WorldView-2 satellite images
Author :
Xu Li ; Mingyi He ; Lei Zhang
Author_Institution :
Sch. of Electron. & Inf., Northwestern Polytech. Univ., Xi´an, China
Abstract :
Pansharpening is an important tool in remote sensing applications, as earth observation satellites provide both high-resolution panchromatic and low-resolution multispectral images. Many pansharpening techniques have been developed so far. However, most available methods are not effective for the latest very high resolution WorldView-2 satellite imagery. In this paper, we present a novel pansharpening method based on hyperspherical color transform. It combines the advantages of component substitution-based and multiresolution analysis-based pansharpening. The experimental evaluations are carried out on WorldView-2 data. Visual and quantitative analyses show that our presented method can achieve high spectral and spatial quality and outperforms some existing methods.
Keywords :
geophysical image processing; image colour analysis; image fusion; image resolution; remote sensing; wavelet transforms; WorldView-2 satellite images; component substitution-based pansharpening method; earth observation satellites; high-resolution panchromatic images; hyperspherical color transform based pansharpening method; low-resolution multispectral images; multiresolution analysis-based pansharpening method; redundant wavelet transform; remote sensing applications; Image color analysis; Indexes; Satellites; Spatial resolution; Transforms; Visualization; WorldView-2; hyperspherical color transform; pansharpening; redundant wavelet transform;
Conference_Titel :
Industrial Electronics and Applications (ICIEA), 2013 8th IEEE Conference on
Conference_Location :
Melbourne, VIC
Print_ISBN :
978-1-4673-6320-4
DOI :
10.1109/ICIEA.2013.6566424