Determination of proportions and entropy of land use mixing in pixels of a multispectral satellite image

Author

Mathieu, Sandrine ; Berthod, Marc ; Leymarie, Pierre

Author_Institution

Inst. Nat. de Recherche en Inf. et Autom., Sophie-Antipolis, France

Volume

1

fYear

1994

fDate

9-13 Oct 1994

Firstpage

798

Abstract

Deals with a form of knowledge of land use relating to mixture percentages. The authors present a method for the determination of mixture percentages in pixels of a multispectral satellite scene (Landsat TM or SPOT XS). This method is applied to images after correction for topographic and atmospheric effects. They continue with a description of the linear analysis of the satellite scene and capture of the reference spectra, pure units of the percentages calculation. This process is validated first by comparison with ground truth, and then with a comparison with classic land use classifications. An entropy coefficient has been calculated for each pixel

Keywords

remote sensing; Landsat TM; SPOT XS; entropy determination; land use mixing; linear analysis; multispectral satellite image; proportions determination; Entropy; Image analysis; Image segmentation; Layout; Mathematical model; Multispectral imaging; Performance analysis; Pixel; Remote sensing; Satellites;

fLanguage

English

Publisher

ieee

Conference_Titel

Pattern Recognition, 1994. Vol. 1 - Conference A: Computer Vision & Image Processing., Proceedings of the 12th IAPR International Conference on

Conference_Location

Jerusalem

Print_ISBN

0-8186-6265-4

Type

conf

DOI

10.1109/ICPR.1994.576448

Filename

576448