Face Recognition Research Based on Fully Convolution Neural Network

被引:0
|
作者
YangWang [1 ]
Zheng, Jiachun [1 ]
机构
[1] Jimei Univ, Informat Engn Coll, Xiamen 361021, Peoples R China
关键词
Face recognition; Caffe; CNN; feature extraction;
D O I
暂无
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
Face recognition technology has always been a hot topic, and has a widely application in our daily life. In recent years, with the rapid development of deep learning and the birth of various frameworks, face recognition is provided a new platform and ushered in a new opportunity. In this paper, a fully Convolution Neural Network(CNN) based on the Caffe framework and GPU is put forward for face recognition. The accuracy rate of it reaches 99% in the test set. Compared with the traditional extraction feature combined with the classifier method, CNN has a unique advantage, and doesn't need to manually extract features.
引用
收藏
页码:142 / 145
页数:4
相关论文
共 50 条
  • [1] Face Recognition Based on Convolution Neural Network
    Yan, Kewen
    Huang, Shaohui
    Song, Yaoxian
    Liu, Wei
    Fan, Neng
    [J]. PROCEEDINGS OF THE 36TH CHINESE CONTROL CONFERENCE (CCC 2017), 2017, : 4077 - 4081
  • [2] Research on face recognition algorithm based on improved convolution neural network
    Liu Hui
    Song Yu-Jie
    [J]. PROCEEDINGS OF THE 2018 13TH IEEE CONFERENCE ON INDUSTRIAL ELECTRONICS AND APPLICATIONS (ICIEA 2018), 2018, : 2802 - 2805
  • [3] Research on Face Recognition Based on the Fusion of Convolution and Wavelet Neural Network
    Liu Zehua
    [J]. PROCEEDINGS OF THE 4TH INTERNATIONAL CONFERENCE ON VIRTUAL REALITY (ICVR 2018), 2018, : 122 - 125
  • [4] A Face Recognition System Based on Convolution Neural Network
    Qiao, Shijie
    Ma, Jie
    [J]. 2018 CHINESE AUTOMATION CONGRESS (CAC), 2018, : 1923 - 1927
  • [5] Human Face Recognition Based on Adaptive Deep Convolution Neural Network
    Chen Liang
    Guo Xiaojie
    Geng Chenlu
    [J]. PROCEEDINGS OF THE 35TH CHINESE CONTROL CONFERENCE 2016, 2016, : 6967 - 6970
  • [6] FPGA Implementation of Face Recognition System Based on Convolution Neural Network
    Qiao, Shijie
    Ma, Jie
    [J]. 2018 CHINESE AUTOMATION CONGRESS (CAC), 2018, : 2430 - 2434
  • [7] A face recognition system based on convolution neural network using multiple distance face
    Moon, Hae-Min
    Seo, Chang Ho
    Pan, Sung Bum
    [J]. SOFT COMPUTING, 2017, 21 (17) : 4995 - 5002
  • [8] A face recognition system based on convolution neural network using multiple distance face
    Hae-Min Moon
    Chang Ho Seo
    Sung Bum Pan
    [J]. Soft Computing, 2017, 21 : 4995 - 5002
  • [9] Research on Image Recognition Technology Based on Convolution Neural Network
    Wang Jinghe
    [J]. 2019 4TH INTERNATIONAL WORKSHOP ON MATERIALS ENGINEERING AND COMPUTER SCIENCES (IWMECS 2019), 2019, : 147 - 151
  • [10] Research on fingerprint image recognition based on convolution neural network
    Tian, Lifang
    Xu, Huijuan
    Zheng, Xin
    [J]. INTERNATIONAL JOURNAL OF BIOMETRICS, 2021, 13 (01) : 64 - 79