Matches in SemOpenAlex for { <https://semopenalex.org/work/W4311762937> ?p ?o ?g. }
- W4311762937 endingPage "100473" @default.
- W4311762937 startingPage "100473" @default.
- W4311762937 abstract "Grading starfruit samples based on the stages of ripeness can be facilitated by machine vision system (MVS) that requires high-quality images. The evolution of modern smartphone cameras can be of assistance in this regard. This study was carried out to examine if smartphone image-based processing can be applied to categorize starfruit samples based on their maturity. In this regard, images of starfruit samples at three different maturity stages were acquired through smartphone camera. The MATLAB platform was used to extract the color features of the images. Each channel of the three-color space model (RGB, HSV, L*a*b*) was extracted. Principal component analysis (PCA) was applied to quantify the existence of variance in three different maturity classes. In addition, classification models were created using Linear Discriminant Analysis (LDA), Linear Support Vector Machines (SVM), Quadratic SVM, Fine K-Nearest Neighbor (KNN), and Subspace Discriminant Analysis (SDA). The best classifier was found to be the Linear Discriminant Analysis (LDA) which had an accuracy of 96.2% for calibration and 93.3% for validation. Accurate classification of the ripeness indices of starfruit samples demonstrated by LDA indicates the potential for commercial application of this technology." @default.
- W4311762937 created "2022-12-28" @default.
- W4311762937 creator A5010299182 @default.
- W4311762937 creator A5017344883 @default.
- W4311762937 creator A5033702961 @default.
- W4311762937 creator A5038074079 @default.
- W4311762937 creator A5038759973 @default.
- W4311762937 creator A5042438686 @default.
- W4311762937 creator A5045232896 @default.
- W4311762937 creator A5080010415 @default.
- W4311762937 creator A5091605994 @default.
- W4311762937 date "2023-03-01" @default.
- W4311762937 modified "2023-10-01" @default.
- W4311762937 title "Classification of starfruit maturity using smartphone-image and multivariate analysis" @default.
- W4311762937 cites W1931308953 @default.
- W4311762937 cites W1963603157 @default.
- W4311762937 cites W1981164212 @default.
- W4311762937 cites W2024959534 @default.
- W4311762937 cites W2073976057 @default.
- W4311762937 cites W2077171251 @default.
- W4311762937 cites W2083482829 @default.
- W4311762937 cites W2087042855 @default.
- W4311762937 cites W2115458948 @default.
- W4311762937 cites W2136597888 @default.
- W4311762937 cites W2155060219 @default.
- W4311762937 cites W2526398870 @default.
- W4311762937 cites W2546416832 @default.
- W4311762937 cites W2910364454 @default.
- W4311762937 cites W3028263306 @default.
- W4311762937 cites W3119282852 @default.
- W4311762937 cites W3125270946 @default.
- W4311762937 cites W3181608387 @default.
- W4311762937 cites W3197124026 @default.
- W4311762937 cites W4282551690 @default.
- W4311762937 cites W2042432593 @default.
- W4311762937 doi "https://doi.org/10.1016/j.jafr.2022.100473" @default.
- W4311762937 hasPublicationYear "2023" @default.
- W4311762937 type Work @default.
- W4311762937 citedByCount "1" @default.
- W4311762937 countsByYear W43117629372023 @default.
- W4311762937 crossrefType "journal-article" @default.
- W4311762937 hasAuthorship W4311762937A5010299182 @default.
- W4311762937 hasAuthorship W4311762937A5017344883 @default.
- W4311762937 hasAuthorship W4311762937A5033702961 @default.
- W4311762937 hasAuthorship W4311762937A5038074079 @default.
- W4311762937 hasAuthorship W4311762937A5038759973 @default.
- W4311762937 hasAuthorship W4311762937A5042438686 @default.
- W4311762937 hasAuthorship W4311762937A5045232896 @default.
- W4311762937 hasAuthorship W4311762937A5080010415 @default.
- W4311762937 hasAuthorship W4311762937A5091605994 @default.
- W4311762937 hasBestOaLocation W43117629371 @default.
- W4311762937 hasConcept C115961682 @default.
- W4311762937 hasConcept C12267149 @default.
- W4311762937 hasConcept C153180895 @default.
- W4311762937 hasConcept C154945302 @default.
- W4311762937 hasConcept C172353545 @default.
- W4311762937 hasConcept C185592680 @default.
- W4311762937 hasConcept C27438332 @default.
- W4311762937 hasConcept C2780393073 @default.
- W4311762937 hasConcept C2961294 @default.
- W4311762937 hasConcept C31903555 @default.
- W4311762937 hasConcept C31972630 @default.
- W4311762937 hasConcept C33923547 @default.
- W4311762937 hasConcept C41008148 @default.
- W4311762937 hasConcept C52620605 @default.
- W4311762937 hasConcept C69738355 @default.
- W4311762937 hasConcept C82990744 @default.
- W4311762937 hasConceptScore W4311762937C115961682 @default.
- W4311762937 hasConceptScore W4311762937C12267149 @default.
- W4311762937 hasConceptScore W4311762937C153180895 @default.
- W4311762937 hasConceptScore W4311762937C154945302 @default.
- W4311762937 hasConceptScore W4311762937C172353545 @default.
- W4311762937 hasConceptScore W4311762937C185592680 @default.
- W4311762937 hasConceptScore W4311762937C27438332 @default.
- W4311762937 hasConceptScore W4311762937C2780393073 @default.
- W4311762937 hasConceptScore W4311762937C2961294 @default.
- W4311762937 hasConceptScore W4311762937C31903555 @default.
- W4311762937 hasConceptScore W4311762937C31972630 @default.
- W4311762937 hasConceptScore W4311762937C33923547 @default.
- W4311762937 hasConceptScore W4311762937C41008148 @default.
- W4311762937 hasConceptScore W4311762937C52620605 @default.
- W4311762937 hasConceptScore W4311762937C69738355 @default.
- W4311762937 hasConceptScore W4311762937C82990744 @default.
- W4311762937 hasLocation W43117629371 @default.
- W4311762937 hasLocation W43117629372 @default.
- W4311762937 hasOpenAccess W4311762937 @default.
- W4311762937 hasPrimaryLocation W43117629371 @default.
- W4311762937 hasRelatedWork W2050272725 @default.
- W4311762937 hasRelatedWork W2059112104 @default.
- W4311762937 hasRelatedWork W2067630759 @default.
- W4311762937 hasRelatedWork W2380927352 @default.
- W4311762937 hasRelatedWork W2542371477 @default.
- W4311762937 hasRelatedWork W2783482627 @default.
- W4311762937 hasRelatedWork W3004377704 @default.
- W4311762937 hasRelatedWork W3157560838 @default.
- W4311762937 hasRelatedWork W4225691219 @default.
- W4311762937 hasRelatedWork W4281487995 @default.
- W4311762937 hasVolume "11" @default.