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All Journal JURNAL SISTEM INFORMASI BISNIS Jurnal Pekommas Jurnal Teknologi Informasi dan Ilmu Komputer Telematika Journal of Animation & Games Studies JMM (Jurnal Masyarakat Mandiri) Jurnal RESISTOR (Rekayasa Sistem Komputer) Jurnal Nasional Pendidikan Teknik Informatika (JANAPATI) KOMPUTIKA - Jurnal Sistem Komputer Care : Jurnal Ilmiah Ilmu Kesehatan Jurnal Ilmiah Inovasi J-Dinamika: Jurnal Pengabdian Kepada Masyarakat Jurnal Teknologi Informasi dan Terapan (J-TIT) JURNAL ILMU KOMPUTER INDONESIA JTIM : Jurnal Teknologi Informasi dan Multimedia Prosiding Seminar Nasional Teknik Elektro, Sistem Informasi, dan Teknik Informatika (SNESTIK) MATRIX : JURNAL MANAJEMEN TEKNOLOGI DAN INFORMATIKA International Journal of Healthcare and Information Technology
I Gede Wiryawan
Program Studi Teknik Komputer/Jurusan Teknologi Informasi, Politeknik Negeri Jember
Agriculture, Biological Sciences & Forestry Arts Humanities Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Electrical & Electronics Engineering Energy Engineering Health Professions Languange, Linguistic, Communication & Media Nursing Public Health Other

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Journal : MATRIX : JURNAL MANAJEMEN TEKNOLOGI DAN INFORMATIKA

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Intelligence attendance monitoring system using Real-Time Face Recognition and Raspberry Pi Kurniasari, Arvita Agus; Wiryawan, I Gede; Rizaldi, Taufiq; Puspitasari, Pramuditha Shinta Dewi; Ernanta, Dimas Mulya Perkasa; Sari, Sella Putri
Matrix : Jurnal Manajemen Teknologi dan Informatika Vol. 15 No. 2 (2025): Matrix: Jurnal Manajemen Teknologi dan Informatika
Publisher : Unit Publikasi Ilmiah, P3M, Politeknik Negeri Bali

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31940/matrix.v15i2.102-113

Abstract

Recognition technology with Raspberry Pi to transform attendance management practices in educational institutions and workplaces. By harnessing advanced technologies like the Haar Cascade Classifier and Local Binary Patterns (LBP) algorithm, the system exhibits strong performance in accurately detecting and identifying faces across diverse environmental settings. Through rigorous experimental evaluation, the system achieves its highest accuracy in the distance comparison test at 30 cm, with an average accuracy of 92.4%. Similarly, it demonstrates optimal performance in the light comparison test at 100 lux, achieving an average accuracy of 91.3%. These results underscore the system's effectiveness in identifying faces in close proximity and under suitable lighting conditions. Overall, the proposed system offers a promising solution for optimizing attendance management processes while mitigating the shortcomings of traditional recording methods. By providing a reliable and efficient means of tracking attendance, it lays a solid groundwork for enhancing productivity and outcomes in both educational and professional settings.
Co-Authors Abdillah, Fauzan Ade Bagus Pratama, Ade Bagus Agus Purwadi Agustianto, Khafidurrohman Aji Seto Arifianto Albaab, Mochammad Rifki Ulil Andis Trihariprasetya Arvita Agus Kurniasari Aziz, Afris Nurfal Aziz, Afris Nurfal Baskara Utoyo, Deva Bekti Maryuni Susanto Beni Widiawan, Beni Dewi Puspitasari, Pramuditha Shinta Dewi Safitri, Kursita dony setiawan hendyca putra Ely Mulyadi Ely Mulyadi Ernanta, Dimas Mulya Perkasa Estin Roso Pristiwaningsih Eva Rosdiana FAUZAN ABDILLAH Hudori, Huda Ahmad Indah Qurrothul Uyun Khafidurrohman Agustianto Khoiriyah, Hani'atul Khoiriyah, Hani’atul Kurniasari, Arvita Agus Linda Dwi Wahyuningsih Maulida Dwi Agustiningsih Meydiantika Anggia Putri, Tri Farin Muhammad Yusuf Mukhamad Angga Gumilang Muknizah Aziziah Mulyadi, Ely Nugroho Setyo Wibowo Nurfal Aziz, Afris Nurillahilwafi, Nurillahilwafi Nyoman Utari Vipriyanti Oktaviani, Siska Aprilia Perwiraningrum, Dhyani Ayu Prawidya Destarianto Puspitasari, Pramuditha Shinta Dewi Putra, Dhony Manggala Rani Purbaningtyas, Rani Sari, Sella Putri Taufiq Rizaldi Trihariprasetya, Andis Vyan Ary Pratama Wayan Maba Wiratma, I Wayan Yogiswara Yogiswara Yuwita, Kirana