An intelligent face recognition method based on artificial neural network and principle component

被引：0
|
作者：
Deng, HQ [1 ]
Huang, Y [1 ]
Huang, JH [1 ]
机构：
[1] S China Univ Technol, Sch Phys, Guangzhou 510641, Guangdong, Peoples R China
来源：
2005 International Conference on Services Systems and Services Management, Vols 1 and 2, Proceedings | 2005年
关键词：
face recognition; ANN; PCA;
D O I：
暂无
中图分类号：
F [经济];
学科分类号：
02 ;
摘要：
We presented an intelligent face recognition method for remote identification services based on artificial neural network (ANN) and principle component analysis (PCA). Experiment results show that our method can reach reasonable identification accuracy with the balance between computation and convergence.
引用
收藏
页码：1039 / 1041
页数：3
相关论文
共 50 条
  • [1] Face Recognition using Principle Component Analysis, Eigenface and Neural Network
    Agarwal, Mayank
    Jain, Nikunj
    Kumar, Manish
    Agrawal, Himanshu
    SENSORS, SIGNALS, VISUALIZATION, IMAGING, SIMULATION AND MATERIALS, 2009, : 204 - 208
  • [2] Face Recognition using Principle Component Analysis, Eigenface and Neural Network
    Agarwal, Mayank
    Jain, Nikunj
    Agrawal, Himanshu
    Kumar, Manish
    2010 INTERNATIONAL CONFERENCE ON SIGNAL ACQUISITION AND PROCESSING: ICSAP 2010, PROCEEDINGS, 2010, : 310 - 314
  • [3] Face recognition method based on independent component analysis and BP neural network
    Wang, MX
    Mo, WL
    INTELLIGENT ROBOTS AND COMPUTER VISION XXI: ALGORITHMS, TECHNIQUES, AND ACTIVE VISION, 2003, 5267 : 214 - 219
  • [4] Artificial neural network-based face recognition
    Réda, A
    Aoued, B
    ISCCSP : 2004 FIRST INTERNATIONAL SYMPOSIUM ON CONTROL, COMMUNICATIONS AND SIGNAL PROCESSING, 2004, : 439 - 442
  • [5] The Analysis of Face Recognition Based on BP Artificial Neural Network
    Du, Yang
    Guo, Fei
    PROCEEDINGS OF THE 2016 7TH INTERNATIONAL CONFERENCE ON MECHATRONICS, CONTROL AND MATERIALS (ICMCM 2016), 2016, 104 : 272 - 277
  • [6] Face Recognition Method based on the Fuzzy Neural Network
    Pan Xiang
    MEASURING TECHNOLOGY AND MECHATRONICS AUTOMATION IV, PTS 1 AND 2, 2012, 128-129 : 134 - 137
  • [7] Face recognition with the use of principal component analysis based on artificial neural networks
    Kahraman, F
    Gokmen, M
    PERCEPTION, 2002, 31 : 139 - 139
  • [8] Implementation of Artificial Neural Network: Back Propagation Method on Face Recognition System
    Mukhaiyar, Riki
    Safitri, Reza
    2019 16TH INTERNATIONAL CONFERENCE ON QUALITY IN RESEARCH (QIR) / INTERNATIONAL SYMPOSIUM ON ELECTRICAL AND COMPUTER ENGINEERING, 2019, : 23 - 26
  • [9] RESEARCH ON INTELLIGENT RECOGNITION ALGORITHM OF FACE EMOTION BASED ON DEEP NEURAL NETWORK
    Yu, Zijia
    FRESENIUS ENVIRONMENTAL BULLETIN, 2021, 30 (2A): : 1995 - 2001
  • [10] Intelligent Recognition Method of Tunnel Face Joints and Fissures Using Convolutional Neural Network
    Zhang, Yun-Bo
    Lei, Ming-Feng
    Xiao, Yong-Zhuo
    Liu, Guang-Hur
    Deng, Xmg-Xmg
    Yang, Fu-Yu
    Lu, Bao-Jin
    Li, Chong-Yang
    Zhongguo Gonglu Xuebao/China Journal of Highway and Transport, 2024, 37 (07): : 35 - 45
12345