The optimal fusion of multi-spectral remote sensing images between bands by using decomposable Markov networks

Jiannong Cao, De Ren Li, Ze Qun Guan

Research output: Journal article publicationJournal articleAcademic researchpeer-review

1 Citation (Scopus)

Abstract

The paper studies concept and method of DMN, analyses its role in spatial data mining, and deeply investigates several score metrics which are used in constructing DMN between multi-bands remote sensing images, and realizes optimal fusion of bands. The researches indicate that the DMN may apropos reveal abstract adjacent relations existing in spatial data, and is basis of in-depth treatment of data. And the DMN oneself has capabilities of showing knowledge. Lastly, point out future direction of its application.
Original languageEnglish
Pages (from-to)46-52
Number of pages7
JournalActa Geodaetica et Cartographica Sinica
Volume34
Issue number1
Publication statusPublished - 1 Feb 2005
Externally publishedYes

Keywords

  • DMN
  • Multi-bands remote sensing
  • Probability distance
  • Spatial data mining

ASJC Scopus subject areas

  • Earth and Planetary Sciences(all)

Cite this