DocumentCode :
2135196
Title :
Pansharpening and image quality interface
Author :
Vijayaraj, Veeraraghavan ; O´Hara, Charles G. ; Younan, Nicolas H.
Author_Institution :
GeoResources Inst., Mississippi State Univ., Starkville, MS, USA
Volume :
4
fYear :
2004
fDate :
20-24 Sept. 2004
Firstpage :
2558
Abstract :
Pansharpening techniques increase the spatial resolution of multispectral images and also simultaneously preserve the spectral information in the multispectral data. Pansharpening is also expressed as resolution merge, image integration, and multisensor data fusion. Some of the applications of pansharpening are to improve geometric correction, enhance certain features that are not visible in the data, change detection using temporal data sets, and enhance classification. There is an increasing use of these different pansharpening methods as a preprocessing step for feature enhancement and improved classification accuracy [Pohl and Van Genderen, 1998]. The quality of the sharpened images is to be evaluated using quantitative metrics. Accordingly, a user-friendly pansharpening and image quality interface (PSIQI) is developed to benchmark the performance of different pansharpening algorithms.
Keywords :
geophysical techniques; image classification; image enhancement; sensor fusion; change detection; classification accuracy; classification enhancement; feature enhancement; geometric correction; image integration; multisensor data fusion; multispectral data; multispectral images; pansharpening algorithms; pansharpening and image quality interface; pansharpening techniques; spectral information; temporal data sets; user-friendly PSIQI; Computer interfaces; Graphical user interfaces; Image color analysis; Image quality; Image resolution; Multispectral imaging; Pixel; Principal component analysis; Remote monitoring; Spatial resolution;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Geoscience and Remote Sensing Symposium, 2004. IGARSS '04. Proceedings. 2004 IEEE International
Print_ISBN :
0-7803-8742-2
Type :
conf
DOI :
10.1109/IGARSS.2004.1369818
Filename :
1369818
Link To Document :
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