Pattern Recognition of Human Face With Photos Using KNN Algorithm

A Facial photos in today's era are widely used as a media for identity recognition, but not many computer applications provide identity recognition of face photos that contain the names of the photo owners, to make an a prototype the sistems use a KNN algorithm, this algorithm work is by classi...

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Autores principales:	Dedy Kurniadi, Andre Sugiyono, Linggar Alfithna Wardaya
Formato:	article
Lenguaje:	ID
Publicado:	Universitas Semarang 2021
Materias:	Information technology T58.5-58.64
Acceso en línea:	https://doaj.org/article/76c9ed73836041e7818b9a1d390511fc
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spelling	oai:doaj.org-article:76c9ed73836041e7818b9a1d390511fc2021-11-18T04:10:16ZPattern Recognition of Human Face With Photos Using KNN Algorithm1693-36562460-673110.26623/transformatika.v19i1.3581https://doaj.org/article/76c9ed73836041e7818b9a1d390511fc2021-07-01T00:00:00Zhttps://journals.usm.ac.id/index.php/transformatika/article/view/3581https://doaj.org/toc/1693-3656https://doaj.org/toc/2460-6731A Facial photos in today's era are widely used as a media for identity recognition, but not many computer applications provide identity recognition of face photos that contain the names of the photo owners, to make an a prototype the sistems use a KNN algorithm, this algorithm work is by classifying the closest object and grouping it on predetermined objects. In this paper, the object is a face photo where the KNN algorithm will be used to classify the facial patterns contained in the photo. The stages in pattern recognition, starting from preprocessing, feature extraction and then classification. In addition to using the KNN algorithm for data classification, photo of faces will be detected and stored the T-Zone area and frontal face. In this paper 11 images used for data testing and the accuracy will be calculated using a recognition algorithm. The results of this paper are a facial recognition program using python that can display faces with a validity level of 82%.Dedy KurniadiAndre SugiyonoLinggar Alfithna WardayaUniversitas SemarangarticleInformation technologyT58.5-58.64IDTransformatika, Vol 19, Iss 1, Pp 17-25 (2021)
institution	DOAJ
collection	DOAJ
language	ID
topic	Information technology T58.5-58.64
spellingShingle	Information technology T58.5-58.64 Dedy Kurniadi Andre Sugiyono Linggar Alfithna Wardaya Pattern Recognition of Human Face With Photos Using KNN Algorithm
description	A Facial photos in today's era are widely used as a media for identity recognition, but not many computer applications provide identity recognition of face photos that contain the names of the photo owners, to make an a prototype the sistems use a KNN algorithm, this algorithm work is by classifying the closest object and grouping it on predetermined objects. In this paper, the object is a face photo where the KNN algorithm will be used to classify the facial patterns contained in the photo. The stages in pattern recognition, starting from preprocessing, feature extraction and then classification. In addition to using the KNN algorithm for data classification, photo of faces will be detected and stored the T-Zone area and frontal face. In this paper 11 images used for data testing and the accuracy will be calculated using a recognition algorithm. The results of this paper are a facial recognition program using python that can display faces with a validity level of 82%.
format	article
author	Dedy Kurniadi Andre Sugiyono Linggar Alfithna Wardaya
author_facet	Dedy Kurniadi Andre Sugiyono Linggar Alfithna Wardaya
author_sort	Dedy Kurniadi
title	Pattern Recognition of Human Face With Photos Using KNN Algorithm
title_short	Pattern Recognition of Human Face With Photos Using KNN Algorithm
title_full	Pattern Recognition of Human Face With Photos Using KNN Algorithm
title_fullStr	Pattern Recognition of Human Face With Photos Using KNN Algorithm
title_full_unstemmed	Pattern Recognition of Human Face With Photos Using KNN Algorithm
title_sort	pattern recognition of human face with photos using knn algorithm
publisher	Universitas Semarang
publishDate	2021
url	https://doaj.org/article/76c9ed73836041e7818b9a1d390511fc
work_keys_str_mv	AT dedykurniadi patternrecognitionofhumanfacewithphotosusingknnalgorithm AT andresugiyono patternrecognitionofhumanfacewithphotosusingknnalgorithm AT linggaralfithnawardaya patternrecognitionofhumanfacewithphotosusingknnalgorithm
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Pattern Recognition of Human Face With Photos Using KNN Algorithm

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