Face recognition by distance and slope between facial landmarks

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dc.contributor.authorÖzseven, T.
dc.contributor.authorDügenci, M.
dc.date.accessioned2024-09-29T16:20:53Z
dc.date.available2024-09-29T16:20:53Z
dc.date.issued2017
dc.departmentKarabük Üniversitesien_US
dc.description2017 International Artificial Intelligence and Data Processing Symposium, IDAP 2017 -- 16 September 2017 through 17 September 2017 -- Malatya -- 115012en_US
dc.description.abstractFacial landmark is to be determined point by point of areas such as eyes, nose, mouth, eyebrows on the face. Facial recognition studies can be generally categorized into two categories, local and global. All of the faces are used in the global face recognition while the face domain is divided into subspaces in the local face recognition. In face recognition studies facial landmarks are used for facial recognition with detection of regions located at the face and image processing methods. In this study, face recognition has been successfully analyzed using distance and slope between facial landmarks. Analyzes were performed with both statistical and classifiers. According to the results obtained, the distance and slope between the 14 landmarks used in the study were found to be statistically significant in the facial recognition. In addition, the classification was performed with the help of these features and the highest success was found with 94.60% with MLP classifier. Obtained findings show the usability of the distance and slope between the landmarks in facial recognition. © 2017 IEEE.en_US
dc.identifier.doi10.1109/IDAP.2017.8090258
dc.identifier.isbn978-153861880-6
dc.identifier.scopus2-s2.0-85039904328en_US
dc.identifier.scopusqualityN/Aen_US
dc.identifier.urihttps://doi.org/10.1109/IDAP.2017.8090258
dc.identifier.urihttps://hdl.handle.net/20.500.14619/9385
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherInstitute of Electrical and Electronics Engineers Inc.en_US
dc.relation.ispartofIDAP 2017 - International Artificial Intelligence and Data Processing Symposiumen_US
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectFace recognitionen_US
dc.subjectFacial landmarksen_US
dc.subjectLandmarks distance and slopeen_US
dc.titleFace recognition by distance and slope between facial landmarksen_US
dc.typeConference Objecten_US

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