Real Time Face Recognition on Low-Cost Mobile Devices

被引:1
|
作者
Cardona Lopez, Alexander [1 ]
Pineda Torres, Franklin [1 ]
机构
[1] Univ Autonoma Colombia, Bogota, Colombia
来源
REVISTA DIGITAL LAMPSAKOS | 2018年 / 20期
关键词
Face recognition; Mobile computing; Performance analysis;
D O I
10.21501/21454086.2938
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Some of the most recognized face recognition methods are tested to determine their usefulness in the construction of real-time mobile applications, intended to a low-cost mobile market. To this end, a brief description of the main algorithms used in face recognition applications is made. It is shown how face detection phase is vital in terms of performance on these devices. It is also demonstrated the impossibility of performing the processing of each frame of a video stream, which runs at a rate of 30 frames per second, using the considered methods.
引用
收藏
页码:30 / 39
页数:10
相关论文
共 50 条
  • [41] Two-tiered face verification with low-memory footprint for mobile devices
    Padilha, Rafael
    Andalo, Fernanda A.
    Bertocco, Gabriel
    Almeida, Waldir R.
    Dias, William
    Resek, Thiago
    Torres, Ricardo da S.
    Wainer, Jacques
    Rocha, Anderson
    IET BIOMETRICS, 2020, 9 (05) : 205 - 215
  • [42] Study of Eye Blinking to Improve Face Recognition for Screen Unlock on Mobile Devices
    Chu, Chung-Hua
    Feng, Yu-Kai
    JOURNAL OF ELECTRICAL ENGINEERING & TECHNOLOGY, 2018, 13 (02) : 953 - 960
  • [43] Real Time Face Recognition Using DCT Coefficients Based Face Descriptor
    Wijaya, I. Gede Pasek Suta
    Husodo, Ario Yudo
    Arimbawa, I. Wayan Agus
    2016 INTERNATIONAL CONFERENCE ON INFORMATICS AND COMPUTING (ICIC), 2016, : 142 - 147
  • [44] Face Recognition with Environment Tolerance on a Mobile Device
    Riesch, Philip J.
    Du, Xiaojiang
    Ling, Haibin
    Mayhew, Michael J.
    2015 IEEE 2nd International Conference on Cyber Security and Cloud Computing (CSCloud), 2015, : 342 - 348
  • [45] FACE RECOGNITION USING DISTRIBUTED, MOBILE COMPUTING
    Hinojos, Gregorio
    De Leon, Phillip L.
    2014 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP), 2014,
  • [46] Real-time embedded face recognition for smart home
    Zuo, F
    de With, PHN
    IEEE TRANSACTIONS ON CONSUMER ELECTRONICS, 2005, 51 (01) : 183 - 190
  • [47] An Intensity and Size Invariant Real Time Face Recognition Approach
    Sabrin, Kaeser Md.
    Zhang, Tao
    Chen, Song
    Tawhid, Md. Nurul Ahad
    Hasanuzzaman, Md.
    Ali, Md. Haider
    Ueno, Haruki
    IMAGE ANALYSIS AND RECOGNITION, PROCEEDINGS, 2009, 5627 : 502 - +
  • [48] A Digital Signature System Based on Real Time Face Recognition
    Ahmed, Asraa
    Hasan, Taha
    Abdullatif, Firas A.
    Mustafa, S. T.
    Rahim, Mohd Shafry Mohd
    2019 IEEE 9TH INTERNATIONAL CONFERENCE ON SYSTEM ENGINEERING AND TECHNOLOGY (ICSET), 2019, : 298 - 302
  • [49] Hardware Accelerators for Real-Time Face Recognition: A Survey
    Baobaid, Asma
    Meribout, Mahmoud
    Tiwari, Varun Kumar
    Pena, Juan Pablo
    IEEE ACCESS, 2022, 10 : 83723 - 83739
  • [50] Real time face recognition system based on EBGM framework
    Pervaiz, Ahmed Zeeshan
    2010 12TH INTERNATIONAL CONFERENCE ON COMPUTER MODELLING AND SIMULATION (UKSIM), 2010, : 262 - 266