Caspian Journal of Health Research
CJHR
Medical Sciences
http://cjhr.gums.ac.ir
1
admin
2423-8171
10.32598/CJHR
en
jalali
1398
4
1
gregorian
2019
7
1
4
3
online
1
fulltext
en
Application of Image Processing Techniques for Quality Control of Mushroom
Occupational Health
Original Contributions
<strong>Background</strong>: Mushroom is one of the sources for protein supply, and it has taken into consideration among most countries in the world due to its rich medicinal features. Nowadays, due to the mechanization of traditional methods and quality control of products, it is possible to evaluate the quality of mushrooms with the help of image processing techniques.<br>
<strong>Methods:</strong> In this study, image processing systems were used to determine the appearance quality of mushrooms. Using the properties of color, area, weight, and volume obtained from data mining techniques, artificial neural networks and fuzzy logic system mushroom quality was evaluated.<br>
<strong>Results: A total o</strong>f 250 images in three categories of defective, moderate were assessed. The correct detection rate by the image processing system was 95.6%.<br>
<strong>Conclusion:</strong> The results of this study showed the optimum performance of image processing systems for assessing the quality of mushrooms. The superiority of image processing systems compared to traditional method can be observed in the quality of increased efficiency and high accuracy, as well as the reduction of costs and destructive effects in the production and packaging of food products.<br>
Image processing, data mining, Mushroom quality, neural network, fuzzy logic
72
75
http://cjhr.gums.ac.ir/browse.php?a_code=A-10-265-1&slc_lang=en&sid=1
Masoomeh
Nadim
nadim@gums.ac.ir
Yes
School of Engineering, Deylaman Institute for High Education, Lahijan, Iran
Hamidreza
Ahmadifar
No
Department of Computer Engineering. University of Guilan. Rasht, Iran
Majid
Mashkinmojeh
meshkinmojeh@deylaman.ac.ir
No
School of Engineering, Deylaman Institute for High Education, Lahijan, Iran
Mohammad Reza
yamaghani
o_yamaghani@liau.ac.ir
No
Department of Computer EngineeringŲ Lahijan Azad University, Lahijan, Iran