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All Journal IJCCS (Indonesian Journal of Computing and Cybernetics Systems) JURNAL SISTEM INFORMASI BISNIS Jurnal Simetris Prosiding SNATIF AKSIOMA: Jurnal Program Studi Pendidikan Matematika Jurnal Teknologi Informasi dan Ilmu Komputer Jurnal Transformatika Network Engineering Research Operation [NERO] J I M P - Jurnal Informatika Merdeka Pasuruan Jurnal Sisfokom (Sistem Informasi dan Komputer) JURNAL PENGABDIAN KEPADA MASYARAKAT CARADDE: Jurnal Pengabdian Kepada Masyarakat SISFO Jurnal Nasional Pendidikan Teknik Informatika (JANAPATI) J-SAKTI (Jurnal Sains Komputer dan Informatika) bit-Tech Jurnal Informatika Ekonomi Bisnis SKANIKA: Sistem Komputer dan Teknik Informatika Jurnal Pengabdian kepada Masyarakat Nusantara Jurasik (Jurnal Riset Sistem Informasi dan Teknik Informatika) Indonesian Journal of Technology, Informatics and Science (IJTIS) Journal of Soft Computing Exploration Jurnal Pendidikan dan Teknologi Indonesia Jurnal Dialektika Informatika (Detika) KLIK: Kajian Ilmiah Informatika dan Komputer J-SAKTI (Jurnal Sains Komputer dan Informatika) Malcom: Indonesian Journal of Machine Learning and Computer Science Jurnal Informatika Ekonomi Bisnis Jurnal Pendidikan MIPA Jurnal Bina Informatika dan Komputer (BINER)
Alif Catur Murti, Alif Catur
Universitas Muria Kudus
Agriculture, Biological Sciences & Forestry Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Electrical & Electronics Engineering Energy Engineering Industrial & Manufacturing Engineering Law, Crime, Criminology & Criminal Justice Library & Information Science Mathematics Mechanical Engineering Social Sciences Other

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Journal : SKANIKA: Sistem Komputer dan Teknik Informatika

 1 
IMPLEMENTASI ARTIFICIAL INTELLIGENCE DALAM SISTEM PENCARIAN ORANG HILANG DENGAN FACE RECOGNITION STUDI KASUS POLRES KUDUS Nur Hakim, Ahmad Aufan; Murti, Alif Catur; Nindyasari, Ratih
SKANIKA: Sistem Komputer dan Teknik Informatika Vol 8 No 1 (2025): Jurnal SKANIKA Januari 2025
Publisher : Universitas Budi Luhur

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.36080/skanika.v8i1.3334

Abstract

This research aims to develop a missing person search system based on facial recognition technology to enhance the effectiveness and efficiency of identification. The system utilizes FaceNet to extract unique facial features from uploaded images, supported by OpenCV (haarcascade_frontalface_default.xml) for initial filtering, ensuring only images with detected faces are processed into the database. For managing large datasets, the HNSW (Hierarchical Navigable Small World) algorithm is implemented for fast indexing, while FAISS (Facebook AI Similarity Search) accelerates feature matching within extensive datasets. The system is designed as a Progressive Web App (PWA) with a user-friendly interface, accessible across various devices. Testing was conducted at the Kudus Police Department, yielding high identification accuracy and significantly faster search times compared to conventional methods. The PWA implementation ensures flexibility and ease of user access. This study concludes that the integration of modern technologies such as FaceNet, HNSW, and FAISS effectively supports missing person searches. These findings contribute significantly to the development of technology-based solutions for handling missing person cases.
Co-Authors Aditya Akbar Riadi Afifi, Zaenal Agusta Praba Ristadi Pinem Ahmad Abdul Chamid Ahmad Jazuli Anastasya Latubessy Arga Fairuz Zahwa Bik, Zidli Auna Esti Wijayanti Esti Wijayanti, Esti Fahma, Marizka Aulia Farichah, Ainul Firmansyah, Muhammad Yusuf Hanik Hidayati Haqqi, Ahmad Difauddin Henry Suryo Bintoro Imam Turmuzdi Izzur Rifqi, Muhammad Nawwal Kafita, Salsabila Rizki Aulia Karimah Mohammad Ghufron, Mohammad Muhammad Imam Ghozali Muhammad Murtadlo Noor Yulita Dwi Setyaningsih Nur Hakim, Ahmad Aufan Oktavia Putri Zusrotun Pratama, Maulana Adi Pratama, Rizki Yonda Prayogo, Sandi Ratih Nindyasari Ratri Rahayu Ricky Novian Riyadi Rina Fiati Riswandha, Rio Rizkysari Mei Maharani, Rizkysari Mei Rizkysari Meimaharani Rizkysari Meimaharani Romadhoni, Muhammad Arbiter Syahrul Sa'diyah, Khalimatus Safatullah, Alif Jihad Sugiharto, Wibowo Harry Sugiharto, Wibowo Harry Suyanti, Dewi Syafiul Muzid Teguh, Aris Wicakosno Tutik Khotimah Waskita, Ryo Agung Waskita, Ryo Agung Wibowo, Yuniar Satrio Wiwit Agus Triyanto