Title :
Comparing different IHS-based pan-sharpening techniques for worldview-2 high resolution satellite imagery
Author :
Samadzadegan, Farhad ; Fathollahi, Fatemeh ; Rezaee, Mohammad
Author_Institution :
Dept. of Geomatics Eng., Univ. of Tehran, Tehran, Iran
Abstract :
Nowadays, with rapid development in sensor technologies, better spectral and spatial resolutions are available by the high resolution satellite imageries. These new capabilities motivate the idea to explore existing pan-sharpening techniques to find the best and also to modify them somehow to profit from the new capabilities. Over the last two decades, a wide range of pan-sharpening methods have been proposed to synthesize the data which contain both high spatial and spectral characteristics of the multispectral and panchromatic images. This paper evaluates the potential of different IHS-based pan-sharpening techniques for worldview-2 high resolution satellite imagery. It has been proved that the main reason of spectral distortion of IHS-based method is the difference between the spectral response of the Pan and Intensity component. Obtained results in this paper clearly show the superiority of spectral quality of the IGIHS-AW and spatial quality of traditional IHS in comparison with other IHS-based techniques.
Keywords :
distortion; image resolution; remote sensing; spectral analysis; IHS-based pan-sharpening technique; data synthesis; multispectral image; panchromatic image; sensor technology; spatial characteristics; spatial resolution; spectral characteristics; spectral distortion; spectral quality; spectral resolution; spectral response; worldview-2 high resolution satellite imagery; Image color analysis; Measurement; Quality assessment; Remote sensing; Satellites; Spatial resolution; IHS-based techniques; Pan-sharpening Fusion; Quality Assessments; WorldView-2;
Conference_Titel :
Geoscience and Remote Sensing Symposium (IGARSS), 2012 IEEE International
Conference_Location :
Munich
Print_ISBN :
978-1-4673-1160-1
Electronic_ISBN :
2153-6996
DOI :
10.1109/IGARSS.2012.6351036