Prototipe Sistem Keamanan Pintu Inkubator Bayi melalui Pengenalan Wajah menggunakan Kamera Web dan OpenCV berbasis Raspberry Pi

Authors

  • Nur Sultan Salahuddin Universitas Gunadarma
  • Nur Iramadhan Universitas Gunadarma
  • Sri Poernomo Sari Universitas Gunadarma
  • Trini Saptariani Universitas Gunadarma

DOI:

https://doi.org/10.33633/tc.v21i3.6273

Keywords:

sistem pakar, forward chaining, mendeteksi kerusakan jalan, perkerasan lentur

Abstract

Kasus kehilangan bayi sering terjadi di rumah sakit/bersalin yang biasanya pelaku sering menyamar sebagai tenaga medis. Hal ini terjadi karena belum maksimalnya keamanan bayi di rumah sakit/bersalin sehingga perlunya dibuat sistem yang dapat mencegah terjadinya penculikan ini. Sistem keamanan pintu inkubator bayi telah di rancang menggunakan solenoid sebagai media pengunci dan kamera web untuk mendeteksi dan mengenali wajah yang ingin mengakses/membuka pintu inkubator bayi menggunakan OpenCV library dengan Histogram Pola Biner Lokal dan Pengklasifikasi Kaskade Haar. Hasil ujicoba menunjukkan bahwa sistem keamanan inkubator bayi mampu melakukan pendeteksian sekaligus pengenalan wajah pengguna berdasarkan database wajah yang sudah tersimpan di sistem. Pintu inkubator bayi akan terbuka jika wajah pengguna sudah terdaftar di sistem. Prototipe Sistem keamanan inkubator bayi dengan pengenalan wajah ini menjadi  solusi untuk mencegah penculikan/kehilangan atau tertukarnya bayi di rumah sakit/bersalin.  

References

D. B. T. J. dan J. D. J. B. M. (21 J. 2020) Subdit Data dan Pengembangan Sistem Informasi Jalan dan Jembatan, “Kondisi Permukaan Jalan Nasional Tahun 2019.”

T. Chopra, M. Parida, N. Kwatra, and J. Mandhani, “Development of Pavement Maintenance Management System (PMMS) of Urban Road Network Using HDM-4 Model,” International Journal of Engineering and Applied Sciences, vol. 9, no. 1, pp. 14–31, Apr. 2017.

B. Y. Elhabil and S. S. Abu-naser, “An Expert System for Ankle Problems,” vol. 5, no. 4, pp. 57–66, 2021.

L. F. Samhan, A. H. Alfarra, and S. S. Abu-Naser, “An Expert System for Knee Problems Diagnosis,” International Journal of Academic Information Systems Research, vol. 5, no. 4, pp. 59–66, 2021.

Y. Yunitasari, A. Voutama, and N. Sulistiyowati, “Perbandingan Teknik Certainty Factor dan Dempster Shafer untuk Sistem Pakar Depresi Pasca Melahirkan,” Techno.Com, vol. 20, no. 3, pp. 362–371, 2021, doi: 10.33633/tc.v20i3.4905.

M. Saiful and A. M. Nur, “Application of Expert System with Web-Based Forward Chaining Method in Diagnosing Corn Plant Disease Application of Expert System with Web-Based Forward Chaining Method in Diagnosing Corn Plant Disease,” 2020, doi: 10.1088/1742-6596/1539/1/012019.

Y. Wiyandra, F. Yenila, and R. A. Mahessya, “Sistem Pakar Kerusakan Sepeda Motor Matic dengan Metoda Hybrid,” Jurnal KomtekInfo, vol. 8, no. 2, pp. 145–153, 2021, doi: 10.35134/komtekinfo.v8i2.110.

E. Febriansyah and E. Winarno, “Sistem Pakar Diagnosa Kerusakan Motor Kawasaki Klx150 Memakai Teknik Case-Based Reasoning Dengan Algoritma 3W-Jaccard,” Jurnal Ilmiah Informatika, vol. 9, no. 02, pp. 68–74, 2021, doi: 10.33884/jif.v9i02.3747.

A. Mohammed, A. M. Mosa, D. Syamsunur, A. A. Mohammed, and K. Ambak, “Expert system in engineering transportation: A review Improvement of subgrade properties View project EXPERT SYSTEM IN ENGINEERING TRANSPORTATION: A REVIEW,” 2019. [Online]. Available: https://www.researchgate.net/publication/331546229

A. W. O. Gama and D. A. P. A. G. Putri, “Sistem Pakar Memakai Teknik Pembobotan Gejala Penyakit Mata,” Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi), vol. 4, no. 3, pp. 601–607, 2020.

A. D. W. S. M. S. W. Limantara, “Sistem Pakar Pemilihan Model Perbaikan Perkerasan Lentur Berdasarkan Indeks Kondisi Perkerasan (PCI),” Seminar Nasional Sains dan Teknologi , vol. TS-003, pp. 1–9, 2017.

Kementerian Pekerjaan Umum dan Perumahan Rakyat, “Dirjen Panduan Preventif Jalan-2017”.

D. M. Midyanti and A. Hamid, “Implementasi Forward Chaining dalam Penentuan Pola Kerusakan Infrastruktur Jalan,” InfoTekJar : Jurnal Nasional Informatika dan Teknologi Jaringan, vol. 5, no. 2, pp. 42–46, 2021.

J. Santos, C. Torres-Machi, S. Morillas, and V. Cerezo, “A fuzzy logic expert system for selecting optimal and sustainable life cycle maintenance and rehabilitation strategies for road pavements,” International Journal of Pavement Engineering, vol. 23, no. 2, pp. 425–437, 2022, doi: 10.1080/10298436.2020.1751161.

Badan Pusat Statistik Provinsi Ba;li, “PROFIL JALAN NASIONAL SEMESTER II 2018 PROVINSI BALI,” 2018.

A. W. O. Gama, Sistem Pakar: Studi Kasus Diagnosa Awal Penyakit Mata. Yogyakarta: Deepublish, 2020.

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Published

2022-08-23

Issue

Vol. 21 No. 3 (2022): Agustus 2022

Section

Articles

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