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A global quality measurement of pan-sharpened multispectral imagery

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4 Author(s)
L. Alparone ; Dept. of Electron. & Telecommun., Univ. of Florence, Italy ; S. Baronti ; A. Garzelli ; F. Nencini

This letter focuses on quality assessment of fusion of multispectral (MS) images with high-resolution panchromatic (Pan) observations. A new quality index suitable for MS imagery having four spectral bands is defined from the theory of hypercomplex numbers, or quaternions. Both spectral and radiometric distortion measurements are encapsulated in a unique measurement, simultaneously accounting for local mean bias, changes in contrast, and loss of correlation of individual bands, together with spectral distortion. Results are presented and discussed on very high-resolution QuickBird data, through comparisons between state-of-the-art and advanced MS+Pan merge algorithms.

Published in:

IEEE Geoscience and Remote Sensing Letters  (Volume:1 ,  Issue: 4 )