Application of image texture analysis for varietal classification of barley.

摘要

This paper presents the results of a study into the use of the texture parameters of barley kernel images in varietal classification. A total of more than 270 textures have been calculated from the surface of single kernels and bulk grain. The measurements were performed in four channels from a 24 bit image. The results were processed statistically by variable reduction and general discriminant analysis. Classification accuracy was more than 99%.Digital Object Identifier http://dx.doi.org/10.2478/v10247-012-0012-z