Title :
The Identification of Mechanical Damages of Kernels Basis on Neural Image Analysis
Author :
Nowakowski, Krzysztof ; Boniecki, Piotr ; Dach, Jacek
Author_Institution :
Inst. of Agric. Eng., Poznah Univ. of Life Sci., Poznan, Poland
Abstract :
The aim of the study was to develop a neural model for the identification of mechanical damage in maize caryopses based on digital photographs. The author has selected a set of features that distinguish between damaged and healthy caryopses. The study has produced an artificial neural network of a multilayer perceptron type whose identification capacity approximates that of a human.
Keywords :
image processing; multilayer perceptrons; neural nets; artificial neural network; corn kernels; digital photographs; kernels basis; maize caryopses; mechanical damages; multilayer perceptron; neural image analysis; Acoustic measurements; Artificial neural networks; Digital images; Humans; Image analysis; Impurities; Kernel; Temperature measurement; Testing; X-ray imaging; identifying mechanical damage of corn kernels; neural image analysis;
Conference_Titel :
Digital Image Processing, 2009 International Conference on
Conference_Location :
Bangkok
Print_ISBN :
978-0-7695-3565-4
DOI :
10.1109/ICDIP.2009.78
