|
|
|
|
|
| International Agrophysics |
| wydawca: | Instytut Agrofizyki
im. B. Dobrzańskiego
PAN
w Lublinie |
| ISSN: |
0236-8722 |
vol. 26, nr. 1 (2012)
|
|
|
poprzedni artykuł wróć do listy artykułów następny artykuł
|
|
|
Application of image texture analysis for varietal classification of barley
|
|
| (pobierz wersję PDF )
|
|
|
P. Zapotoczny
|
|
|
Department of Agri-Food Process Engineering, University of Warmia and Mazury, Heweliusza 14, 10-718 Olsztyn, Poland |
|
|
vol. 26 (2012), nr. 1,
pp. 81-90
|
|
|
streszczenie
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%.
|
|
słowa kluczowe
digital image analysis, automated kernel grading, image texture analysis, discrimination, barley
|
|
|
|
|
|
|
