Open AccessPros and cons of using a computer vision system for color evaluation of meat and meat products
Author(s) -
Bojana Milovanovic,
Ilija Đjekić,
Vesna Djordjević,
Vladimir Tomović,
Francisco J. Barba,
Igor Tomašević,
José M. Lorenzo
Publication year - 2019
Publication title -
iop conference series. earth and environmental science
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.179
H-Index - 26
eISSN - 1755-1307
pISSN - 1755-1315
DOI - 10.1088/1755-1315/333/1/012008
Subject(s) - colorimeter , computer vision , artificial intelligence , computer science , pattern recognition (psychology) , quantum mechanics , physics
The ability of a computer vision system to evaluate the color of meat and meat products was investigated by a comparison study with color measurements from a traditional colorimeter. Pros and cons of using a computer vision system for color evaluation of meat and meat products were evaluated. Statistical analysis revealed significant differences between the instrumental values in all three dimensions ( L *, a *, b *) between the computer vision system and the colorimeter. The computer vision system-generated colors were perceived as being more similar to the sample of the meat products visualized on the monitor, compared to colorimeter-generated colors in all (100%) individual trials performed. The use of the computer vision system is, therefore, considered a superior and less expensive alternative to the traditional method for measuring color of meat and meat products. The disadvantages of the computer vision system are its size, which makes it stationary, and the lack of official manufacturers that can provide ready-to-use systems. This type of computerized system still demands experts for its assembly and utilization.