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Enhancement of low spatial resolution image based on high resolution-bands

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3 Author(s)
Nishii, R. ; Fac. of Integrated Arts & Sci., Hiroshima Univ., Japan ; Kusanobu, S. ; Tanaka, S.

Thermal infrared measurements of Band 6 acquired by Landsat TM sensor have lower spatial resolution than those of the other six bands. The authors propose a statistical approach to enhance the resolution of low spatial resolution image by using remaining bands. They employ a multivariate normal distribution for the seven band values. The values of Band 6 are predicted by the conditional expectations. Validity of their procedure is examined by mean squared errors based on actual images

Published in:

Geoscience and Remote Sensing, IEEE Transactions on  (Volume:34 ,  Issue: 5 )

Date of Publication:

Sep 1996

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