Image Classification and Recognition on the Base of Autoassociative Neural Network Usage

被引:0
|
作者
Khavalko, Viktor [1 ]
Tsmots, Ivan [1 ]
机构
[1] Lviv Polytech Natl Univ, Dept Automated Control Syst, Lvov, Ukraine
关键词
image classification; neural network; image recognition; system of technical vision; model of successive geometric transformations;
D O I
10.1109/ukrcon.2019.8879774
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
The problem of images classification is considered. It is proposed to use the autoassociative neural networks based on the model of successive geometric transformations for this problem solving. The advantages and disadvantages of this approach are considered, as well as ways to improve the accuracy of image classification.
引用
收藏
页码:1118 / 1121
页数:4
相关论文
共 50 条
  • [21] Fuzzy clustering with a regularized autoassociative neural network
    Bassi, A
    Velásquez, JD
    Yasuda, H
    [J]. HIS'04: Fourth International Conference on Hybrid Intelligent Systems, Proceedings, 2005, : 321 - 325
  • [22] Neural network for invariant image classification
    Patra, PK
    [J]. JOURNAL OF THE INSTITUTION OF ELECTRONICS AND TELECOMMUNICATION ENGINEERS, 1996, 42 (4-5): : 281 - 290
  • [23] Neural network technologies for image classification
    Korikov, A. M.
    Tungusova, A. V.
    [J]. 21ST INTERNATIONAL SYMPOSIUM ON ATMOSPHERIC AND OCEAN OPTICS: ATMOSPHERIC PHYSICS, 2015, 9680
  • [24] Autoassociative Pyramidal Neural Network for Face Verification
    Fernandes, Bruno J. T.
    Cavalcanti, George D. C.
    Ren, Tsang I.
    [J]. 2011 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), 2011, : 1612 - 1617
  • [25] Land usage classification: a hierarchical neural network approach
    Palomo, E. J.
    Elizondo, D.
    Brunschwig, G.
    [J]. JOURNAL OF AGRICULTURAL SCIENCE, 2014, 152 (05): : 817 - 828
  • [26] Handwritten numeral recognition using autoassociative neural networks
    Kimura, F
    Inoue, S
    Wakabayashi, T
    Tsuruoka, S
    Miyake, Y
    [J]. FOURTEENTH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION, VOLS 1 AND 2, 1998, : 166 - 171
  • [27] Memory Chain in a Chaotic Autoassociative Neural Network
    范宏
    王直杰
    张珏
    [J]. Journal of Donghua University(English Edition), 2005, (01) : 113 - 115
  • [28] Some refinements of the standard autoassociative neural network
    Behrooz Makki
    Mona Noori Hosseini
    [J]. Neural Computing and Applications, 2013, 22 : 1461 - 1475
  • [29] Classification of sport videos using edge-based features and autoassociative neural network models
    Mohan, C. Krishna
    Yegnanarayana, B.
    [J]. SIGNAL IMAGE AND VIDEO PROCESSING, 2010, 4 (01) : 61 - 73
  • [30] Efficient finger print image classification and recognition using neural network data mning
    Umamaheswari, K.
    Sumathi, S.
    Sivanandam, S. N.
    Anburajan, K. K. N.
    [J]. 2007 INTERNATIONAL CONFERENCE OF SIGNAL PROCESSING, COMMUNICATIONS AND NETWORKING, VOLS 1 AND 2, 2006, : 426 - +