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All Journal Jurnal Lahan Suboptimal Seminar Nasional Lahan Suboptimal JMD: Jurnal Riset Manajemen & Bisnis Dewantara JMAI (Jurnal Multimedia & Artificial Intelligence) JURNAL EKOBIS DEWANTARA JURNAL ILMIAH FEASIBLE (JIF) JURNAL SeMaRaK At-Tauzi: Jurnal Ekonomi Islam Budapest International Research and Critics Institute-Journal (BIRCI-Journal): Humanities and Social Sciences Jurnal Penyuluhan Pertanian Jurnal Penelitian Geografi (JPG) Jurnal Cakrawala Ilmiah Mudabbir: Journal Research and Education Studies PENGABDIAN SOSIAL Journal of Research and Publication Innovation International Journal of Educational and Life Sciences (IJELS) JURNAL RUMPUN MANAJEMEN DAN EKONOMI Jurnal Intelek Dan Cendikiawan Nusantara
Sugeng Widodo
Unknown Affiliation
Religion Agriculture, Biological Sciences & Forestry Arts Humanities Chemistry Computer Science & IT Decision Sciences, Operations Research & Management Earth & Planetary Sciences Economics, Econometrics & Finance Education Environmental Science Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Mathematics Public Health Social Sciences Other

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Journal : JMAI (Jurnal Multimedia

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Prototype Desain Keamanan Login Menggunakan Biometrik Wajah Dengan Metode Eigenface sugeng widodo
JMAI (Jurnal Multimedia & Artificial Intelligence) Vol. 4 No. 1 (2020): JMAI (Jurnal Multimedia dan Artificial Intelligence)
Publisher : LPPM Universitas Mercu Buana Yogyakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (148.347 KB) | DOI: 10.26486/jmai.v4i1.102

Abstract

Login security is a major problem when using a device that is connected in an outside network or internet network. Therefore a data security using face biometrics is performed. Eigenface is a face recognition method based on the Principal Component Analysis (PCA) algorithm. In short the process is that the image is represented in a combined vector which is made into a single matrix. From this single matrix, we will extract a main feature that will distinguish between one face image and another face image. In using the biometric login system this face is the user registering to the system then the user's face will be trained so that the user will be recognized by the system for login purposes. When a user logs in, the user's face data will be processed in real time and matched with the data in the database so that if the data match, the user will successfully log in. The standard face distance from the webcam is 50-60 cm, while the minimum exposure level of the face that can be recognized is 5 lux, and the angle of the face that the system can still recognize is 40 °.
Co-Authors Abdan Syakur Ramadhan Achdiyat Achdiyat Adelia Ogsundari Aganta Muliantami Ahmad Syaflihuddin Ali Rozali Annisa Amalia Suci Rozai Arief Maulana Sanny Bambang Sutaryo Bimo Bramantio Buchori Asyik Budi Sukisworo Chintya Mutiara Dewi Damasus Riyanto Damasus Riyanto Dedy Miswar Desi Imanuni Desy maisaroh Diah Mustika Sari Dian Utami Duwi Febrilia Dwi Yuni Astuti Elan Artono Nurdin Elma Iryana Farid Mauli Harahap Farid Setiawan Fathorrahman Fathorrahman Febri Kurniawan Feni Dini Riskia Ferdina Watiningsih Gesha Octora Sonia Haryanti Haryanti Heri Heri I Gede Sugiyanta Irma Lusi Nugraheni Kharis Marpurdianto Lisa Retno Sari Listumbinang Halengkara Marhaeni Eka Permatasari Maswarni Maswarni Media Agus Kurniawan Meri Herlina Muhammad Edwansyah Rissal Muhammad Mona Adha Nani Suwarni Nuhbatul Basyariah Nur’aini Yusuf Nyokro Mukti Wijaya Oki Ikbal Khoir Oktavia Dian Permatasari Pargito Pargito Putri, Yullia Redy Eko Hari Suprapto Risma M Sinaga Samsudin Samsudin Sistari Sistari Sony Kristiyanto Sovie Seftia Fitri SRI WULANDARI Sudarmi Sudarmi Suhendro Suhendro Sukristiyonubowo Sukristiyonubowo Sukristiyonubowo Sukristiyonubowo Sumadi Sumadi sumiyem sumiyem Tanti Julianti Trisnaningsih Trisnaningsih Yarmaidi Yarmaidi yuike silvira Yulia Ely Sesari YUNI INDAH LESTARI Yusmala Adinta Zulkarnain Zulkarnain