Determination of dry matter content in composted material based on digital images of compost taken under mixed visible and UV-A light

M. Zaborowicz; D. Wojcieszak; K. Górna; S. Kujawa; R. J. Kozłowski; K. Przybył; N. Mioduszewska; P. Idziaszek; P. Boniecki

doi:10.1117/12.2243985

29 August 2016 Determination of dry matter content in composted material based on digital images of compost taken under mixed visible and UV-A light

M. Zaborowicz, D. Wojcieszak, K. Górna, S. Kujawa, R. J. Kozłowski, K. Przybył, N. Mioduszewska, P. Idziaszek, P. Boniecki

Author Affiliations +

Proceedings Volume 10033, Eighth International Conference on Digital Image Processing (ICDIP 2016); 100332G (2016) https://doi.org/10.1117/12.2243985
Event: Eighth International Conference on Digital Image Processing (ICDIP 2016), 2016, Chengu, China

Abstract

The aim of the research was to investigate the possibility of using the methods of neural image analysis and neural modeling to determine the content of dry weight of compost based on photographs taken under mixed visible and UV-A light conditions. The research lead to the conclusion that the neural image analysis may be a useful tool in determining the quantity of dry matter in the compost. Generated neural model RBF 30:30-8-1:1 characterized by RMS error 0,076378 and this networks is more effective than RBF 19:19-2:1:1 which works in visible light conditions.

Citation Download Citation

M. Zaborowicz, D. Wojcieszak, K. Górna, S. Kujawa, R. J. Kozłowski, K. Przybył, N. Mioduszewska, P. Idziaszek, and P. Boniecki "Determination of dry matter content in composted material based on digital images of compost taken under mixed visible and UV-A light", Proc. SPIE 10033, Eighth International Conference on Digital Image Processing (ICDIP 2016), 100332G (29 August 2016); https://doi.org/10.1117/12.2243985

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