Can the Image Processing Technique Be Potentially Used to Evaluate Quality of Frying Oil?

The objective of this study was to investigate the feasibility of a computer vision system (CVS) for assessing the contact angle of frying oil. The oil was used to fry carbohydrate- and protein-based foods for 40 h, and the oil was collected for measuring free fatty acids (FFA), peroxide value (PV),...

Full description

Bibliographic Details
Main Authors: Patchimaporn Udomkun, Bhundit Innawong, Wantakan Sopa
Format: Article
Language:English
Published: Hindawi-Wiley 2019-01-01
Series:Journal of Food Quality
Online Access:http://dx.doi.org/10.1155/2019/6580320
id doaj-5dffaeaac345410d8cc81ad8cec03547
record_format Article
spelling doaj-5dffaeaac345410d8cc81ad8cec035472020-11-25T02:47:01ZengHindawi-WileyJournal of Food Quality0146-94281745-45572019-01-01201910.1155/2019/65803206580320Can the Image Processing Technique Be Potentially Used to Evaluate Quality of Frying Oil?Patchimaporn Udomkun0Bhundit Innawong1Wantakan Sopa2International Institute of Tropical Agriculture (IITA), Bujumbura, BurundiSilpakorn University, Department of Food Technology, Nakhon Pathom, ThailandThai Union Manufacturing Co., Ltd., Samut Sakhon, ThailandThe objective of this study was to investigate the feasibility of a computer vision system (CVS) for assessing the contact angle of frying oil. The oil was used to fry carbohydrate- and protein-based foods for 40 h, and the oil was collected for measuring free fatty acids (FFA), peroxide value (PV), total polar materials (TPMs), and FOS reading (dielectric constant). The results showed that FFA linearly increased with frying time (R2 > 0.95) while the polynomial correlation between TPMs and FOS reading as a result of time was observed (R2 > 0.97). The contact angle obtained from CVS was highly correlated with all chemical qualities (R2 > 0.94), except PV. In addition, the contact angle models could be used to adequately predict FFA, TPMs, and FOS reading of frying oil (R2 > 0.91). This result suggested that the image processing technique through CVS could be an appropriate alternative to chemical analysis, especially for small- and medium-scale industrial frying.http://dx.doi.org/10.1155/2019/6580320
collection DOAJ
language English
format Article
sources DOAJ
author Patchimaporn Udomkun
Bhundit Innawong
Wantakan Sopa
spellingShingle Patchimaporn Udomkun
Bhundit Innawong
Wantakan Sopa
Can the Image Processing Technique Be Potentially Used to Evaluate Quality of Frying Oil?
Journal of Food Quality
author_facet Patchimaporn Udomkun
Bhundit Innawong
Wantakan Sopa
author_sort Patchimaporn Udomkun
title Can the Image Processing Technique Be Potentially Used to Evaluate Quality of Frying Oil?
title_short Can the Image Processing Technique Be Potentially Used to Evaluate Quality of Frying Oil?
title_full Can the Image Processing Technique Be Potentially Used to Evaluate Quality of Frying Oil?
title_fullStr Can the Image Processing Technique Be Potentially Used to Evaluate Quality of Frying Oil?
title_full_unstemmed Can the Image Processing Technique Be Potentially Used to Evaluate Quality of Frying Oil?
title_sort can the image processing technique be potentially used to evaluate quality of frying oil?
publisher Hindawi-Wiley
series Journal of Food Quality
issn 0146-9428
1745-4557
publishDate 2019-01-01
description The objective of this study was to investigate the feasibility of a computer vision system (CVS) for assessing the contact angle of frying oil. The oil was used to fry carbohydrate- and protein-based foods for 40 h, and the oil was collected for measuring free fatty acids (FFA), peroxide value (PV), total polar materials (TPMs), and FOS reading (dielectric constant). The results showed that FFA linearly increased with frying time (R2 > 0.95) while the polynomial correlation between TPMs and FOS reading as a result of time was observed (R2 > 0.97). The contact angle obtained from CVS was highly correlated with all chemical qualities (R2 > 0.94), except PV. In addition, the contact angle models could be used to adequately predict FFA, TPMs, and FOS reading of frying oil (R2 > 0.91). This result suggested that the image processing technique through CVS could be an appropriate alternative to chemical analysis, especially for small- and medium-scale industrial frying.
url http://dx.doi.org/10.1155/2019/6580320
work_keys_str_mv AT patchimapornudomkun cantheimageprocessingtechniquebepotentiallyusedtoevaluatequalityoffryingoil
AT bhunditinnawong cantheimageprocessingtechniquebepotentiallyusedtoevaluatequalityoffryingoil
AT wantakansopa cantheimageprocessingtechniquebepotentiallyusedtoevaluatequalityoffryingoil
_version_ 1724755274159357952