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All Journal JURNAL INTEGRASI JURNAL AKUNTANSI, EKONOMI dan MANAJEMEN BISNIS JOURNAL OF APPLIED BUSINESS ADMINISTRATION Jurnal Ilmiah Akuntansi dan Finansial Indonesia Jurnal EnviScience (Environment Science) Jurnal Bisnis, Manajemen, dan Ekonomi Jurnal Bisnis Mahasiswa Jurnal Pengabdian kepada Masyarakat Politeknik Negeri Batam Jurnal Pengabdian Inovasi dan Teknologi Kepada Masyarakat Jurnal AGRISEP: Kajian Masalah Sosial Ekonomi Pertanian dan Agribisnis Journal of Sustainable Community Development Journal of Collaborative Industrial Management
Fandy Bestario Harlan
Politeknik Negeri Batam
Agriculture, Biological Sciences & Forestry Arts Biochemistry, Genetics & Molecular Biology Chemical Engineering, Chemistry & Bioengineering Computer Science & IT Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Electrical & Electronics Engineering Engineering Environmental Science Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Mechanical Engineering Public Health Social Sciences Other

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Journal : JURNAL INTEGRASI

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Klasifikasi Wajah Manusia Menggunakan Multi Layer Perceptron Jefiza, Adlian; Diono, Diono; Putra, Irwanto Zarma; Budiana, Budiana; Nur Suciningtyas, Ika Karlina Laila; Siregar, Lindawani; Puspita, Widya Rika; Harlan, Fandy Bestario; Assegaf, Iqchan; Marpaung, Roy Hitmen
JURNAL INTEGRASI Vol. 15 No. 2 (2023): Jurnal Integrasi - Oktober 2023
Publisher : Pusat Penelitian dan Pengabdian Masyarakat Politeknik Negeri Batam

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30871/ji.v15i2.4843

Abstract

The problem of data security at a time when it is needed in the world of technology. The use of biometrics as data security is very necessary. This study aims to detect human biometrics using the Kinect sensor. The biometric that is detected is the face. The face image is captured by the Kinect sensor. For data feature extraction using Gray Level Co-Occurrence Matrix (GLCM. The parameters used are Contrast, Energy, Homogenity, and Correlation. The data obtained will be classified using Multi Layer Perceptron. Face classification is based on race. There are 3 races studied namely Indonesian, Chinese and African Native Races. The total data used are 100 photos of faces. The classification results show an accuracy of 86.7% using Multi Layer Perceptron
Co-Authors Ade Rizkia Pratama Ade Rizky Ismiraj Saragih Adhitomo Wirawan Adinda Zaitil Chairi Adlian Jefiza Agus Supriyadi Agussa Putra, Pandu Andi Erna Mulyana Arinah Dhiaurrahma Asadian Puja Enggita, Asadian Puja Assegaf, Iqchan Atiqotun Nisa Aulia Fajrin Aurora, Angel Ayu Puspitasari Ayu Puspitasari, Ayu Bambang Hendrawan Banu Failasuf Bima Wahyu Pratama Budiana, Budiana Buyung Berlianto Atthariq Muzzammil Cantika Yosdianti Katella Danis Furqon Desi Ratna Sari, Desi Ratna Diah Amalia Dian Mulyaningtyas Diono, Diono Doifurrahman, Abdan Doni Putra Utama Dwi Kartikasari Ersya, Ozy Diva Fikri, Alif Fikri, Muhammad Jibran Fikri, Nuzuly Fillandini, Raja Fortuna, Praona Rada Gultom, Josua Partogi Tua Haholongan Harianto, Alya Rossa Hasanah, Raja Fillandini Nurul Haya Nabila Shafa Ika Karlina Laila Nur Suciningtyas Intan, Sutra Irwanto Zarma Putra Jessica Olifia Kastella, Cantika Yosdianti Khalilah Ramiza Manurung, Liony Apriyanti Marpaung, Roy Hitmen Maulida, Nur Alifia Mia Syafrina Muhammad Ikhlash Muhammad Zainuddin Mulyaningtyas, Dian Nilla Kuntalawati, Cindy Nabilla Nisa, Atiqotun Nur Alifia Maulida Nur Annisa Nyimas Masnalina Othanindyah, Larasati Purnamasari, Dwi Amalia Putri, Helenia Ananda Rahman, Fuad Arif Rahmat Hidayat Regita Natasya Riri Zelmiyanti Riri Zelmiyanti, Riri Ryan Fanase Marbun S.M., Ilham Sahendra, Rezihardi Savarini, Rahma Auriel Septiana, Maryani Seto Sulaksono Adi Wibowo Seto Sulaksono Adi Wibowo, Seto Sulaksono Adi Shinta Wahyu Hati Siregar, Lindawani Sri Zuliarni Sugeng Riadi Vina Kholisa Dinuka Widya Rika Puspita Winri Gabriela Dumori Pasaribu Yosi Handayani Yulinda Yulinda Tarigan