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

Ryuei Nishii, Saeko Kusanobu, Shojirc Tanaka

Research output: Contribution to journalArticle

63 Citations (Scopus)

Abstract

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

Original languageEnglish
Pages (from-to)1151-1158
Number of pages8
JournalIEEE Transactions on Geoscience and Remote Sensing
Volume34
Issue number5
DOIs
Publication statusPublished - Dec 1 1996

All Science Journal Classification (ASJC) codes

  • Electrical and Electronic Engineering
  • Earth and Planetary Sciences(all)

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