Computer image analysis in obtaining characteristics of images: greenhouse tomatoes in the process of generating learning sets of artificial neural networks

M. Zaborowicz; J. Przybył; K. Koszela; P. Boniecki; W. Mueller; B. Raba; A. Lewicki; K. Przybył

doi:10.1117/12.2064066

16 April 2014 Computer image analysis in obtaining characteristics of images: greenhouse tomatoes in the process of generating learning sets of artificial neural networks

M. Zaborowicz, J. Przybył, K. Koszela, P. Boniecki, W. Mueller, B. Raba, A. Lewicki, K. Przybył

Author Affiliations +

Proceedings Volume 9159, Sixth International Conference on Digital Image Processing (ICDIP 2014); 91590D (2014) https://doi.org/10.1117/12.2064066
Event: Sixth International Conference on Digital Image Processing, 2014, Athens, Greece

Abstract

The aim of the project was to make the software which on the basis on image of greenhouse tomato allows for the extraction of its characteristics. Data gathered during the image analysis and processing were used to build learning sets of artificial neural networks. Program enables to process pictures in jpeg format, acquisition of statistical information of the picture and export them to an external file. Produced software is intended to batch analyze collected research material and obtained information saved as a csv file. Program allows for analysis of 33 independent parameters implicitly to describe tested image. The application is dedicated to processing and image analysis of greenhouse tomatoes. The program can be used for analysis of other fruits and vegetables of a spherical shape.

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M. Zaborowicz, J. Przybył, K. Koszela, P. Boniecki, W. Mueller, B. Raba, A. Lewicki, and K. Przybył "Computer image analysis in obtaining characteristics of images: greenhouse tomatoes in the process of generating learning sets of artificial neural networks", Proc. SPIE 9159, Sixth International Conference on Digital Image Processing (ICDIP 2014), 91590D (16 April 2014); https://doi.org/10.1117/12.2064066

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