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All Journal International Journal of Electrical and Computer Engineering ComEngApp : Computer Engineering and Applications Journal TEKNIK INFORMATIKA Proceeding of the Electrical Engineering Computer Science and Informatics Annual Research Seminar PROCEEDING IC-ITECHS 2014 Proceeding of the Electrical Engineering Computer Science and Informatics Sriwijaya Journal of Informatics and Applications Jurnal Generic
M. Fachrurrozi .
Computer Science Faculty, Universitas Sriwijaya
Computer Science & IT Education Electrical & Electronics Engineering Engineering

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Journal : International Journal of Electrical and Computer Engineering

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Real-time Multi-object Face Recognition Using Content Based Image Retrieval (CBIR) Muhammad Fachrurrozi; Saparudin Saparudin; Erwin Erwin; Mardiana Mardiana; Clara Fin Badillah; Junia Erlina; Auzan Lazuardi
International Journal of Electrical and Computer Engineering (IJECE) Vol 8, No 5: October 2018
Publisher : Institute of Advanced Engineering and Science

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (269.606 KB) | DOI: 10.11591/ijece.v8i5.pp2812-2817

Abstract

Face recognition system in real time is divided into three processes, namely feature extraction, clustering, detection, and recognition. Each of these stages uses different methods, Local Binary Pattern (LBP), Agglomerative Hierarchical Clustering (AHC) and Euclidean Distance. Multi-face image search using Content Based Image Retrieval (CBIR) method. CBIR performs image search by image feature itself. Based on real time trial results, the accuracy value obtained is 61.64%.  
Co-Authors Abdiansah Abdiansah Ade Iriani Sapitri Anggun Islami Anna Dwi Marjusalinah Annisa Darmawahyuni Auzan Lazuardi Bambang Tutuko Clara Fin Badillah Desty Rodiah Dewi Chayanti Erwin, Erwin Firdaus Firdaus Jerry Satiamy Saputra Junia Erlina Kanda Januar Miraswan Lidya Irfiyani Silaban Mardiana Mardiana Muhammad Naufal Rachmatullah Muhammad Naufal Rachmatullah Muhammad Omar Braddley Muhammad Rasuandi Novi Yusliani Novi Yusliani Osvari Arsalan Primanita, Anggina Rafly Pakomgan Raihan Mufid Setiadi Saparudin Saparudin Saparudin Saparudin Saparudin, Saparudin Winda Agusthia Yoga Yuniadi Yunita Yunita