Textural image classification using variograms

John A. MacDonald; Fernando P. Miranda; James R. Carr

doi:10.1117/12.21411

1 November 1990 Textural image classification using variograms

John A. MacDonald, Fernando P. Miranda, James R. Carr

Proceedings Volume 1301, Digital Image Processing and Visual Communications Technologies in the Earth and Atmospheric Sciences; (1990) https://doi.org/10.1117/12.21411
Event: 1990 Technical Symposium on Optics, Electro-Optics, and Sensors, 1990, Orlando, FL, United States

Abstract

A method of image classification based on image texture is presented. Texture analysis is performed using the variogram function. The classifier used is a supervised parallelepiped type classifier using a minimum distance to mean check for overlapping classifications.

Citation Download Citation

John A. MacDonald, Fernando P. Miranda, and James R. Carr "Textural image classification using variograms", Proc. SPIE 1301, Digital Image Processing and Visual Communications Technologies in the Earth and Atmospheric Sciences, (1 November 1990); https://doi.org/10.1117/12.21411

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