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
  • [1] Deep learning for face recognition on mobile devices
    Rios-Sanchez, Belen
    Costa-da Silva, David
    Martin-Yuste, Natalia
    Sanchez-Avila, Carmen
    IET BIOMETRICS, 2020, 9 (03) : 109 - 117
  • [2] On the Use of a Low-Cost Embedded System for Face Detection and Recognition
    Sandoval, Ramiro
    Camino, Vanessa
    Flores Moyano, Ricardo
    Riofrio, Daniel
    Perez, Noel
    Benitez, Diego
    2020 IEEE COLOMBIAN CONFERENCE ON APPLICATIONS OF COMPUTATIONAL INTELLIGENCE (IEEE COLCACI 2020), 2020,
  • [3] Real-time Face Recognition with SIFT-based Local Feature Points for Mobile Devices
    Park, Sohee
    Yoo, Jang-Hee
    2013 FIRST INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE, MODELLING AND SIMULATION (AIMS 2013), 2013, : 304 - 308
  • [4] Face recognition for authentication on mobile devices
    Vazquez-Fernandez, Esteban
    Gonzalez-Jimenez, Daniel
    IMAGE AND VISION COMPUTING, 2016, 55 : 31 - 33
  • [5] The Case of Face Recognition on Mobile Devices
    Hassan, Galal
    Elgazzar, Khalid
    2016 IEEE WIRELESS COMMUNICATIONS AND NETWORKING CONFERENCE, 2016,
  • [6] Real-time face tracking and recognition using the mobile robots
    Lee, Min-Fan Ricky
    Li, Ying-Chi
    Chien, Ming-Yen
    ADVANCED ROBOTICS, 2015, 29 (03) : 187 - 208
  • [7] Glimpse: Continuous, Real-Time Object Recognition on Mobile Devices
    Chen, Tiffany Yu-Han
    Ravindranath, Lenin
    Deng, Shuo
    Bahl, Paramvir
    Balakrishnan, Hari
    SENSYS'15: PROCEEDINGS OF THE 13TH ACM CONFERENCE ON EMBEDDED NETWORKED SENSOR SYSTEMS, 2015, : 155 - 168
  • [8] Low-Cost Face Recognition System Based on Extended Local Binary Pattern
    Chen, Yong-Ping
    Chen, Qi-Hui
    Chou, Kuan-Yu
    Wu, Ren-Hau
    2016 INTERNATIONAL AUTOMATIC CONTROL CONFERENCE (CACS), 2016, : 13 - 18
  • [9] Real-time face verification on mobile devices using margin distillation
    Hosein Zaferani
    Kourosh Kiani
    Razieh Rastgoo
    Multimedia Tools and Applications, 2023, 82 : 44155 - 44173
  • [10] Real-time face verification on mobile devices using margin distillation
    Zaferani, Hosein
    Kiani, Kourosh
    Rastgoo, Razieh
    MULTIMEDIA TOOLS AND APPLICATIONS, 2023, 82 (28) : 44155 - 44173