Identification of physical parameters of cereal grain using computer image analysis and neural models

Krzysztof Nowakowski; Barbara Raba; Robert Jacek Tomczak; Piotr Boniecki; Sebastian Kujawa; Przemysław Jan Nowak; Radosław Matz

doi:10.1117/12.2030769

19 July 2013 Identification of physical parameters of cereal grain using computer image analysis and neural models

Krzysztof Nowakowski, Barbara Raba, Robert Jacek Tomczak, Piotr Boniecki, Sebastian Kujawa, Przemysław Jan Nowak, Radosław Matz

Author Affiliations +

Proceedings Volume 8878, Fifth International Conference on Digital Image Processing (ICDIP 2013); 887823 (2013) https://doi.org/10.1117/12.2030769
Event: Fifth International Conference on Digital Image Processing, 2013, Beijing, China

Abstract

The subject of the project was the selection of neural models for the identification of physical parameters of grain quality regarding to malting barley. Help in its implementation was the original computer system, "Hordeum v 2.0", in which graphic data was gained from digital images of kernels obtained by acquisition. The principal aim was to verify whether the artificial neural networks in combination with computer image analysis can become a practical tool used in farming, and whether the proposed technology can be applied in analysing the quality of cereal grains.

Citation Download Citation

Krzysztof Nowakowski, Barbara Raba, Robert Jacek Tomczak, Piotr Boniecki, Sebastian Kujawa, Przemysław Jan Nowak, and Radosław Matz "Identification of physical parameters of cereal grain using computer image analysis and neural models", Proc. SPIE 8878, Fifth International Conference on Digital Image Processing (ICDIP 2013), 887823 (19 July 2013); https://doi.org/10.1117/12.2030769

ACCESS THE FULL ARTICLE

INSTITUTIONAL
Select your institution to access the SPIE Digital Library.

SELECT YOUR INSTITUTION

PERSONAL
Sign in with your SPIE account to access your personal subscriptions or to use specific features such as save to my library, sign up for alerts, save searches, etc.

PERSONAL SIGN IN

No SPIE Account? Create one

PURCHASE THIS CONTENT

SUBSCRIBE TO DIGITAL LIBRARY

50 downloads per 1-year subscription

Members: $195

Non-members: $335 ADD TO CART

25 downloads per 1 - year subscription

Members: $145

Non-members: $250 ADD TO CART

PURCHASE SINGLE ARTICLE

Includes PDF, HTML & Video, when available