Problems connected with application of neural networks in automatic face recognition

被引：0
|
作者：
Komanski, R [1 ]
Macukow, B [1 ]
机构：
[1] Warsaw Univ Technol, Fac Math & Informat Sci, PL-00661 Warsaw, Poland
来源：
ARTIFICIAL INTELLIGENCE AND SOFT COMPUTING - ICAISC 2004 | 2004年 / 3070卷
关键词：
D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
One of possible solutions in creating an automatic system of face recognition is application of auto-associative neural networks for remembering and recognise two-dimensional face images. Experiments with applying the Hopfield network and twolayer perceptron confirmed the possibility of remembering and reproducing face images, even if partially covered or disturbed. Limited technical possibilities enable using only low definition images. It is due to the fact that computations take a long time, and the number of remembered faces is relatively small. Proper working of the network is influenced in a significant way by light and facial expressions.
引用
收藏
页码：736 / 741
页数：6
相关论文
共 50 条
  • [31] Ensemble Convolutional Neural Networks for Face Recognition
    Cheng, Wen-Chang
    Wu, Tin-Yu
    Li, Dai-Wei
    2018 INTERNATIONAL CONFERENCE ON ALGORITHMS, COMPUTING AND ARTIFICIAL INTELLIGENCE (ACAI 2018), 2018,
  • [32] Face Recognition using Artificial Neural Networks
    Deotale, Nilesh
    Vaikole, S. L.
    Sawarkar, S. D.
    2010 2ND INTERNATIONAL CONFERENCE ON COMPUTER AND AUTOMATION ENGINEERING (ICCAE 2010), VOL 2, 2010, : 446 - 450
  • [33] Ensemble of Convolutional Neural Networks for Face Recognition
    Mohanraj, V.
    Chakkaravarthy, S. Sibi
    Vaidehi, V.
    RECENT DEVELOPMENTS IN MACHINE LEARNING AND DATA ANALYTICS, 2019, 740 : 467 - 477
  • [34] Quantum Neural Networks for Face Recognition Classifier
    Xu, Yan
    Zhang, Xiaofeng
    Gai, Huaicun
    CEIS 2011, 2011, 15
  • [35] Automatic target recognition using neural networks
    Wang, LC
    Der, S
    Nasrabadi, NM
    Rizvi, SA
    ALGORITHMS, DEVICES, AND SYSTEMS FOR OPTICAL INFORMATION PROCESSING, 1998, 3466 : 278 - 289
  • [36] ARTIFICIAL NEURAL NETWORKS FOR AUTOMATIC TARGET RECOGNITION
    DANIELL, CE
    KEMSLEY, DH
    LINCOLN, WP
    TACKETT, WA
    BARAGHIMIAN, GA
    OPTICAL ENGINEERING, 1992, 31 (12) : 2521 - 2531
  • [37] Neural Networks for Automatic Environmental Sound Recognition
    Segarceanu, Svetlana
    Suciu, George
    Gavat, Inge
    2021 INTERNATIONAL CONFERENCE ON SPEECH TECHNOLOGY AND HUMAN-COMPUTER DIALOGUE (SPED), 2021, : 7 - 12
  • [38] Automatic target recognition using neural networks
    Clarkson, Trevor
    Neural Network World, 1995, 5 (06) : 861 - 871
  • [39] Hybrid neural networks for automatic target recognition
    Waldemark, J
    Becanovic, V
    Lindblad, T
    Lindsey, CS
    SMC '97 CONFERENCE PROCEEDINGS - 1997 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS, VOLS 1-5: CONFERENCE THEME: COMPUTATIONAL CYBERNETICS AND SIMULATION, 1997, : 4016 - 4021
  • [40] Automatic phoneme recognition by deep neural networks
    Pereira, Bianca Valeria L.
    de Carvalho, Mateus B. F.
    Alves, Pedro Augusto A. da S. de A. Nava
    Ribeiro, Paulo Rogerio de A.
    de Oliveira, Alexandre Cesar M.
    de Almeida Neto, Areolino
    JOURNAL OF SUPERCOMPUTING, 2024, 80 (11): : 16654 - 16678
12345