Design of tourism package with paper and the detection and recognition of surface defects – taking the paper package of red wine as an example

In the tourism industry, the sales of local specialties is an important part, and the package design and integrity of the specialties are very important. This paper first introduced the support vector machine (SVM) algorithm that was used for detecting defects on the surface of paper packages. Then,...

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Autor principal:	Gao Congrui
Formato:	article
Lenguaje:	EN
Publicado:	De Gruyter 2021
Materias:	paper tourism package surface defects detection Science Q Electronic computers. Computer science QA75.5-76.95
Acceso en línea:	https://doaj.org/article/d098dc6058a24c48b723f0472eb07f2e
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id	oai:doaj.org-article:d098dc6058a24c48b723f0472eb07f2e
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spelling	oai:doaj.org-article:d098dc6058a24c48b723f0472eb07f2e2021-12-05T14:10:51ZDesign of tourism package with paper and the detection and recognition of surface defects – taking the paper package of red wine as an example2191-026X10.1515/jisys-2020-0134https://doaj.org/article/d098dc6058a24c48b723f0472eb07f2e2021-05-01T00:00:00Zhttps://doi.org/10.1515/jisys-2020-0134https://doaj.org/toc/2191-026XIn the tourism industry, the sales of local specialties is an important part, and the package design and integrity of the specialties are very important. This paper first introduced the support vector machine (SVM) algorithm that was used for detecting defects on the surface of paper packages. Then, the design of red wind packages was briefly described, and the simulation experiment was carried out on SVM algorithm using red wine packages with different degrees of surface defects. Proper parameters were tested using the k-fold cross-validation method. The results demonstrated that the properties of paper improved the value of packages and the SVM algorithm had better accuracy than artificial recognition in recognizing different degrees of defects on the surface of packages. In conclusion, this paper describes the application of paper in packages and provides an effective method for the defection of defects on the surface of packages. This study provides an effective references to the improvement of package values and the enhancement of package integrity.Gao CongruiDe Gruyterarticlepapertourism packagesurface defectsdetectionScienceQElectronic computers. Computer scienceQA75.5-76.95ENJournal of Intelligent Systems, Vol 30, Iss 1, Pp 720-727 (2021)
institution	DOAJ
collection	DOAJ
language	EN
topic	paper tourism package surface defects detection Science Q Electronic computers. Computer science QA75.5-76.95
spellingShingle	paper tourism package surface defects detection Science Q Electronic computers. Computer science QA75.5-76.95 Gao Congrui Design of tourism package with paper and the detection and recognition of surface defects – taking the paper package of red wine as an example
description	In the tourism industry, the sales of local specialties is an important part, and the package design and integrity of the specialties are very important. This paper first introduced the support vector machine (SVM) algorithm that was used for detecting defects on the surface of paper packages. Then, the design of red wind packages was briefly described, and the simulation experiment was carried out on SVM algorithm using red wine packages with different degrees of surface defects. Proper parameters were tested using the k-fold cross-validation method. The results demonstrated that the properties of paper improved the value of packages and the SVM algorithm had better accuracy than artificial recognition in recognizing different degrees of defects on the surface of packages. In conclusion, this paper describes the application of paper in packages and provides an effective method for the defection of defects on the surface of packages. This study provides an effective references to the improvement of package values and the enhancement of package integrity.
format	article
author	Gao Congrui
author_facet	Gao Congrui
author_sort	Gao Congrui
title	Design of tourism package with paper and the detection and recognition of surface defects – taking the paper package of red wine as an example
title_short	Design of tourism package with paper and the detection and recognition of surface defects – taking the paper package of red wine as an example
title_full	Design of tourism package with paper and the detection and recognition of surface defects – taking the paper package of red wine as an example
title_fullStr	Design of tourism package with paper and the detection and recognition of surface defects – taking the paper package of red wine as an example
title_full_unstemmed	Design of tourism package with paper and the detection and recognition of surface defects – taking the paper package of red wine as an example
title_sort	design of tourism package with paper and the detection and recognition of surface defects – taking the paper package of red wine as an example
publisher	De Gruyter
publishDate	2021
url	https://doaj.org/article/d098dc6058a24c48b723f0472eb07f2e
work_keys_str_mv	AT gaocongrui designoftourismpackagewithpaperandthedetectionandrecognitionofsurfacedefectstakingthepaperpackageofredwineasanexample
_version_	1718371690702962688

Design of tourism package with paper and the detection and recognition of surface defects – taking the paper package of red wine as an example

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