Door Security using Face Detection and Raspberry Pi

被引:0
|
作者
Bhutra, Venkatesh [1 ]
Kumar, Harshav [2 ]
Jangid, Santosh [1 ]
Solanki, L. [3 ]
机构
[1] BKBIET, Dept Elect & Commun, Pilani 333031, Rajasthan, India
[2] BKBIET, Dept Comp Sci & Engn, Pilani 333031, Rajasthan, India
[3] BKBIET, Pilani 333031, Rajasthan, India
关键词
D O I
10.1088/1757-899X/331/1/012011
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
With the world moving towards advanced technologies, security forms a crucial part in daily life. Among the many techniques used for this purpose, Face Recognition stands as effective means of authentication and security. This paper deals with the user of principal component and security. PCA is a statistical approach used to simplify a data set. The minimum Euclidean distance found from the PCA technique is used to recognize the face. Raspberry Pi a low cost ARM based computer on a small circuit board, controls the servo motor and other sensors. The servo-motor is in turn attached to the doors of home and opens up when the face is recognized. The proposed work has been done using a self-made training database of students from B.K. Birla Institute of Engineering and Technology, Pilani, Rajasthan, India.
引用
收藏
页数:7
相关论文
共 50 条
  • [1] Face Detection and Recognition using Raspberry Pi
    Gupta, Ishita
    Patil, Varsha
    Kadam, Chaitali
    Dumbre, Shreya
    2016 IEEE INTERNATIONAL WIE CONFERENCE ON ELECTRICAL AND COMPUTER ENGINEERING (IEEE WIECON-ECE 2016), 2016, : 83 - 86
  • [2] Smart Security System Using Face Recognition on Raspberry Pi
    Faisal, Fahim
    Hossain, Syed Akhter
    2019 13TH INTERNATIONAL CONFERENCE ON SOFTWARE, KNOWLEDGE, INFORMATION MANAGEMENT AND APPLICATIONS (SKIMA), 2019,
  • [3] Face Detection and Recognition Using Raspberry PI Computer
    Dubovecak, Mario
    Dumic, Emil
    Bernik, Andrija
    TEHNICKI GLASNIK-TECHNICAL JOURNAL, 2023, 17 (03): : 346 - 352
  • [4] Smart Door System for Home Security Using Raspberry pi3
    Hussein, Naser Abbas
    Al Mansoori, Inas
    2017 INTERNATIONAL CONFERENCE ON COMPUTER AND APPLICATIONS (ICCA), 2017, : 395 - 399
  • [5] Real time Face Detection/Monitor using Raspberry pi and MATLAB
    Shah, Ali Akbar
    Zaidi, Zulfiqar Ali
    Chowdhry, Bhawani Shankar
    Daudpoto, Jawaid
    2016 IEEE 10TH INTERNATIONAL CONFERENCE ON APPLICATION OF INFORMATION AND COMMUNICATION TECHNOLOGIES (AICT), 2016, : 462 - 465
  • [6] Security System Using Raspberry Pi
    Murugan, Shakthi K. H.
    Jacintha, V.
    Shifani, S. Agnes
    2017 THIRD INTERNATIONAL CONFERENCE ON SCIENCE TECHNOLOGY ENGINEERING & MANAGEMENT (ICONSTEM), 2017, : 863 - +
  • [7] Implementing Face Detection System on UAV Using Raspberry Pi Platform
    Daryanavard, H.
    Harifi, A.
    26TH IRANIAN CONFERENCE ON ELECTRICAL ENGINEERING (ICEE 2018), 2018, : 1720 - 1723
  • [8] Motion Detection and Face Recognition using Raspberry Pi, as a Part of, the Internet of Things
    Balogh, Zoltan
    Magdin, Martin
    Molnar, Gyorgy
    ACTA POLYTECHNICA HUNGARICA, 2019, 16 (03) : 167 - 185
  • [9] TEXT RECOGNITION AND FACE DETECTION AID FOR VISUALLY IMPAIRED PERSON USING RASPBERRY PI
    Rajesh, M.
    Rajan, Bindhu K.
    Roy, Ajay
    Thomas, Almaria K.
    Thomas, Ancy
    Tharakan, Bincy T.
    Dinesh, C.
    PROCEEDINGS OF 2017 IEEE INTERNATIONAL CONFERENCE ON CIRCUIT ,POWER AND COMPUTING TECHNOLOGIES (ICCPCT), 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.
    2019 IEEE ASIA-PACIFIC CONFERENCE ON APPLIED ELECTROMAGNETICS (APACE), 2019,