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Rapid screening of mayonnaise quality using computer vision and machine learning

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F60460709%3A41210%2F23%3A94484" target="_blank" >RIV/60460709:41210/23:94484 - isvavai.cz</a>

  • Result on the web

    <a href="https://www.scopus.com/record/display.uri?eid=2-s2.0-85147110219&origin=resultslist&sort=plf-f&src=s&sid=6a6e7181774f9485ef0685ff9da84525&sot=b&sdt=b&s=TITLE-ABS-KEY%28rapid+screening+mayonnaise+quality+computer+machine%29&sl=128&sessionSearchId=6a6e7181" target="_blank" >https://www.scopus.com/record/display.uri?eid=2-s2.0-85147110219&origin=resultslist&sort=plf-f&src=s&sid=6a6e7181774f9485ef0685ff9da84525&sot=b&sdt=b&s=TITLE-ABS-KEY%28rapid+screening+mayonnaise+quality+computer+machine%29&sl=128&sessionSearchId=6a6e7181</a>

  • DOI - Digital Object Identifier

    <a href="http://dx.doi.org/10.1007/s11694-023-01814-x" target="_blank" >10.1007/s11694-023-01814-x</a>

Alternative languages

  • Result language

    angličtina

  • Original language name

    Rapid screening of mayonnaise quality using computer vision and machine learning

  • Original language description

    Implementing reliable, fast, and low-cost analysis is gaining popularity in the food industry. One alternative for this type of analysis is an artificial intelligence based on image analysis. This study aimed to use image analysis to develop classification models for discriminating the acceptability of mayonnaises. A semi-trained panel comprised of 8 evaluators classified 300 pictures of mayonnaises. Features extracted from the images include the mean, standard deviation,

  • Czech name

  • Czech description

Classification

  • Type

    J<sub>imp</sub> - Article in a specialist periodical, which is included in the Web of Science database

  • CEP classification

  • OECD FORD branch

    21101 - Food and beverages

Result continuities

  • Project

  • Continuities

    V - Vyzkumna aktivita podporovana z jinych verejnych zdroju

Others

  • Publication year

    2023

  • Confidentiality

    S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Data specific for result type

  • Name of the periodical

    Journal of Food Measurement and Characterization

  • ISSN

    2193-4134

  • e-ISSN

    2193-4134

  • Volume of the periodical

    17

  • Issue of the periodical within the volume

    3

  • Country of publishing house

    US - UNITED STATES

  • Number of pages

    13

  • Pages from-to

    2792-2804

  • UT code for WoS article

    000922574300002

  • EID of the result in the Scopus database

    2-s2.0-85147110219