Development of a secured room access system based on face recognition using Raspberry Pi and Android based smartphone

被引:3
|
作者
Najmurrokhman, Asep [1 ]
Kusnandar, Kusnandar [1 ]
Krama, Arief Budiman [1 ]
Djamal, Esmeralda Contessa [2 ]
Rahim, Robbi [3 ]
机构
[1] Univ Jenderal Achmad Yani, Dept Elect Engn, Jl Terusan Jend Sudirman POB 148, Cimahi 40533, Indonesia
[2] Univ Jenderal Achmad Yani, Dept Informat, Jl Terusan Jend Sudirman POB 148, Cimahi 40533, Indonesia
[3] Univ Malaysia Perlis, Sch Comp & Commun Engn, Kubang Gajah, Malaysia
关键词
D O I
10.1051/matecconf/201819711008
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Security issues are an important part of everyday life. A vital link in security chain is the identification of users who will enter the room. This paper describes the prototype of a secured room access control system based on face recognition. The system comprises a webcam to detect faces and a solenoid door lock for accessing the room. Every user detected by the webcam will be checked for compatibility with the database in the system. If the user has access rights then the solenoid door lock will open and the user can enter the room. Otherwise, the data will be sent to the master user via Android-based smartphone that installed certain applications. If the user is recognized by the master user, then the solenoid door lock will be opened through the signal sent from the smartphone. However, if the user is not recognized, then the buzzer will alert. The main control circuit on this system is Raspberry pi. The software used is OpenCV Library which is useful to display and process the image produced by webcam. In this paper, we employ Haar Cascade Classifier in an image processing of user face to render the face detection with high accuracy.
引用
收藏
页数:6
相关论文
共 50 条
  • [1] Development of surveillance robot based on face recognition using Raspberry-PI and IOT
    Meddeb, Houda
    Abdellaoui, Zouhaira
    Houaidi, Firas
    [J]. MICROPROCESSORS AND MICROSYSTEMS, 2023, 96
  • [2] Raspberry Pi and Computers-Based Face Detection and Recognition System
    Wazwaz, Ayman A.
    Herbawi, Amir O.
    Teeti, Mohammad J.
    Hmeed, Sajed Y.
    [J]. 2018 4TH INTERNATIONAL CONFERENCE ON COMPUTER AND TECHNOLOGY APPLICATIONS (ICCTA), 2018, : 171 - 174
  • [3] Smart Security System Using Face Recognition on Raspberry Pi
    Faisal, Fahim
    Hossain, Syed Akhter
    [J]. 2019 13TH INTERNATIONAL CONFERENCE ON SOFTWARE, KNOWLEDGE, INFORMATION MANAGEMENT AND APPLICATIONS (SKIMA), 2019,
  • [4] Face Recognition based secured Attendance System
    Indhumathi, P.
    Hirthik, M. K.
    Rubesh, P.
    Kumar, Praveen G.
    [J]. 2024 INTERNATIONAL CONFERENCE ON ADVANCES IN COMPUTING, COMMUNICATION AND APPLIED INFORMATICS, ACCAI 2024, 2024,
  • [5] Design and development of a face recognition module on a Raspberry Pi for access to school centers
    Dominguez Garcia, Rodolfo Omar
    Gonzalez Duenas, Miriam
    Zatarain Duran, Omar Ali
    Aguilar Molina, Yehoshua
    [J]. APPLICATIONS IN SOFTWARE ENGINEERING, 2021, : 125 - 130
  • [6] Android Based Face Recognition System Using PCA and Eigen Face
    Astawa, I. Nyoman Gede Arya
    Sunaya, I. Gusti Agung Made
    Bawa, I. Gusti Ngurah Bagus Catur
    [J]. ADVANCED SCIENCE LETTERS, 2017, 23 (12) : 12132 - 12135
  • [7] An android based course attendance system using face recognition
    Sunaryono, Dwi
    Siswantoro, Joko
    Anggoro, Radityo
    [J]. JOURNAL OF KING SAUD UNIVERSITY-COMPUTER AND INFORMATION SCIENCES, 2021, 33 (03) : 304 - 312
  • [8] Face Detection and Recognition using Raspberry Pi
    Gupta, Ishita
    Patil, Varsha
    Kadam, Chaitali
    Dumbre, Shreya
    [J]. 2016 IEEE INTERNATIONAL WIE CONFERENCE ON ELECTRICAL AND COMPUTER ENGINEERING (IEEE WIECON-ECE 2016), 2016, : 83 - 86
  • [9] Face recognition System for Smartphone based on LBP
    Olivares-Mercado, Jesus
    Toscano-Medina, Karina
    Sanchez-Perez, Gabriel
    Perez-Meana, Hector
    Nakano-Miyatake, Mariko
    [J]. 2017 5TH INTERNATIONAL WORKSHOP ON BIOMETRICS AND FORENSICS (IWBF 2017), 2017,
  • [10] Face recognition for Student Attendance using Raspberry Pi
    Hasban, A. S.
    Hasif, N. A.
    Khan, Z., I
    Husin, M. F.
    Rashid, N. E. A.
    Sharif, K. K. M.
    Zakaria, N. A.
    [J]. 2019 IEEE ASIA-PACIFIC CONFERENCE ON APPLIED ELECTROMAGNETICS (APACE), 2019,