Face Recognition Based on Neural Network Ensemble and Feature Fusion

被引：0
|
作者：
Dong, Jiwen [1 ]
Zhao, Lei [2 ]
Zhang, Liang [2 ]
机构：
[1] Univ Jinan, Sch Informat Sci & Engn, Jinan, Peoples R China
[2] Shandong Prov Key Lab Network Based Intelligent C, Jinan 250022, Peoples R China
来源：
2013 INTERNATIONAL CONFERENCE ON INFORMATION SCIENCE AND TECHNOLOGY (ICIST) | 2013年
关键词：
D O I：
暂无
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
In this paper, a fusion of multiple features method based on integrated neural network was proposed. Firstly, KPCA algorithm was used to extract the overall recognition features. Then, the KICA algorithm was used to extract the local features. Finally, the BP and PNN neural network were used to recognize the result of the both algorithms. The method solved the interference caused by the external factors and got high correct rate of classification.
引用
收藏
页码：59 / 62
页数：4
相关论文
共 50 条
  • [1] A Convolutional Neural Network Based on Feature Fusion for Face Recognition
    Wang Jiaxin
    Lei Zhichun
    [J]. LASER & OPTOELECTRONICS PROGRESS, 2020, 57 (10)
  • [2] Illumination invariant face recognition based on neural network ensemble
    Li, WJ
    Wang, CJ
    Xu, DX
    Chen, SF
    [J]. ICTAI 2004: 16TH IEEE INTERNATIONALCONFERENCE ON TOOLS WITH ARTIFICIAL INTELLIGENCE, PROCEEDINGS, 2004, : 486 - 490
  • [3] Face Recognition Algorithm Based on Multiscale Feature Fusion Network
    Li, Yunquan
    Gao, Meizhen
    [J]. COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE, 2022, 2022
  • [4] A Face Recognition Method for Sports Video Based on Feature Fusion and Residual Recurrent Neural Network
    Yan, Xu
    [J]. Informatica (Slovenia), 2024, 48 (12): : 137 - 152
  • [5] Face Recognition by Feature Matching Fusion Combined with Improved Convolutional Neural Network
    Li Jiani
    Zhang Baohua
    [J]. LASER & OPTOELECTRONICS PROGRESS, 2018, 55 (10)
  • [6] Face Recognition Based on Feature Fusion
    Qian, Zhi-Ming
    Qin, Haifei
    Liu, Xiaoqing
    Zhao, Yongchao
    [J]. PROCEEDINGS OF THE 2015 2ND INTERNATIONAL CONFERENCE ON ELECTRICAL, COMPUTER ENGINEERING AND ELECTRONICS (ICECEE 2015), 2015, 24 : 863 - 866
  • [7] Jamming Recognition Based on Feature Fusion and Convolutional Neural Network
    Sitian Liu
    Chunli Zhu
    [J]. Journal of Beijing Institute of Technology, 2022, (02) : 169 - 177
  • [8] Jamming Recognition Based on Feature Fusion and Convolutional Neural Network
    Liu, Sitian
    Zhu, Chunli
    [J]. Journal of Beijing Institute of Technology (English Edition), 2022, 31 (02): : 169 - 177
  • [9] Face Recognition Based On Gabor Local Feature and Convolutional Neural Network
    Qin, Weimeng
    Wang, Lie
    Luo, Wen
    [J]. PROCEEDINGS OF THE 2ND INTERNATIONAL CONFERENCE ON COMPUTER ENGINEERING, INFORMATION SCIENCE & APPLICATION TECHNOLOGY (ICCIA 2017), 2017, 74 : 571 - 576
  • [10] Feature fusion capsule network for cow face recognition
    Xu, Feng
    Pan, Xin
    Gao, Jing
    [J]. JOURNAL OF ELECTRONIC IMAGING, 2022, 31 (06) : 61817
12345