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Journal : Pancaran Pendidikan

Implementation of Eigenface Method in Improving Security in a Smart Home Systems Abdurrasyid Abdurrasyid; Riki Ruli Afandi Siregar; Indrianto Indrianto; Meilia Nur Indah Susanti
Pancaran Pendidikan Vol 7, No 2 (2018)
Publisher : The Faculty of Teacher Training and Education The University of Jember Jember, Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (671.647 KB) | DOI: 10.25037/pancaran.v7i2.182

Abstract

Based on data that was extracted from Indonesia Central Bureau of Statistics there were has been theft cases as much as 125.869 times during 2015, consists of Crime against Property / Goods with Violence 11.856 cases, and Crimes against Property / Goods Non-Violent 114.013 cases, theft often occurs in empty homes that no occupants, theft is also common in homes that have security cameras, cameras that were installed cannot provide prevention or warning to homeowners. It can be anticipated if the homeowner gets information about the condition of the house in real time wherever he is. This technology is designed to created smart home system that was integrated by the security method especially in face recognition, Eigenface method as the image processing method used to detect home occupants to avoid thieves, the core of this method is to compare the eigenface value of the captured image with the eigenface value present in the database, the smaller difference between the eigenface training image in the database with the eigenface test face it can be concluded that the image has a higher similarity, greater differences,  will make the system detect that an unknown person is entering the house, and will send a warning message to the homeowner via cell phone about danger that is occurs.
Co-Authors Abdul Haris Abdurrasyid Abdurrasyid, Abdurrasyid AGUS PURWANTO Agus Purwanto Anak Agung Gede Sugianthara Anggun Nugroho Arief Ramadhan Asep Saefullah Aziza, Rosida Nur Bandha Hady Prasetyo, Bandha Hady Bramantyo Adi Nugroho Darma Rusjdi Dewi Arianti Wulandari Dewi, Devi Putri Berliana EDWAR EDWAR Edy Purwanto Efy Yosrita Endang Sunandar Erma Sulistyo Rini, Erma Sulistyo Fairus Ferdiansyah Deu, Givari Fauziawan, Affan Irfan Fauziawan, Affan Irvan Ferry Sudarto Fredy Susanto Garang Syahputra Siregar Gede Dody Sanjaya, Gede Dody Giatno Giatno Grace Sondakh Hani Dewi Ariessanti Haris, Abdul Hasan, Riza Hengki Sikumbang Herman Bedi Agtriadi, Herman Bedi Heru Wardono I Kadek Didik Kardiasa, I Kadek I Nengah Adi Irawan, I Nengah I Nyoman Yudi Anggara, I Nyoman Ichwal Kurniawan Illahi, Abima Ir. Irwan Nimara, MMSI Iriansyah BM Sangadji Jimmi Parulian Hutapea Junaidi Junaidi Luqman Luqman Luqman, Luqman M. Faisi Ikhwali M. Piqih Armansyah Maricar, M. Azman Marinda, Fitria Max Teja Ajie Meilia Nur Indah Susanti Meilia Nur Indah Susanti, Meilia Nur Muhamad Samsudin Muhammad Azhar Putra Lambitu Muhsin, Hafidul Mursyidin Mursyidin Naser Jawas, Naser Ni Luh Putri Srinadi Ni Nyoman Utami Januhari, Ni Nyoman Ni Wayan Dewi Ramayanti, Ni Wayan Novi Gusti Pahiyanti Novy Wahyudiyati Nur Indah Susanti, Meilia Nurhamzah, Dimas Purantara, A.A Gede Purwanto, Yudhi Purwati Putri J. Rahmad Nuthihar Rakenurdi Lubis Rakhmat Arianto Rakhmat Arianto Ricki Harahap Rifan Munzilin Riki Ruli A. Siregar, Riki Ruli A. Rima Rizqi Wijayanti Rizqia Cahyaningtyas Rosida Nur Aziza Rubbie Himawan Shofwan Hanief Sigit Sukmajati Sikumbang, Hengki Siswipraptini, Puji Catur Siti Juhriah Novianty Sunarso Sunarso Susanti, Meilia Nur Indah Susanti, Meilia Nur Indah Triposa, Reni Yani, Arman Harisma Yonatan Alex Arifianto