Image processing using periodic pattern formation in cellular neural networks

被引:0
|
作者
Nishio, T [1 ]
Nishio, Y [1 ]
机构
[1] Univ Tokushima, Dept Elect & Elect Engn, Tokushima 7708506, Japan
关键词
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
In this paper, an image processing algorithm using periodic pattern formation in cellular neural networks is proposed. Applying this algorithm to a certain image, area having spatial uniformity is removed from the original image and only parts without spatial uniformity remain. Simulation results show that when this algorithm is applied to an image containing characters (texts), only characters are extracted.
引用
收藏
页码:85 / 88
页数:4
相关论文
共 50 条
  • [41] A cellular system for pattern recognition using associative neural networks
    Orovas, C
    Austin, J
    CNNA 98 - 1998 FIFTH IEEE INTERNATIONAL WORKSHOP ON CELLULAR NEURAL NETWORKS AND THEIR APPLICATIONS - PROCEEDINGS, 1998, : 143 - 148
  • [42] Learning algorithm for pattern classification using cellular neural networks
    Grassi, G
    Di Sciascio, E
    ELECTRONICS LETTERS, 2000, 36 (23) : 1941 - 1943
  • [43] Image processing by neural networks
    Duranton, M
    IEEE MICRO, 1996, 16 (05) : 12 - 19
  • [44] A cellular oscillator model for periodic pattern formation
    Jaeger, J
    Goodwin, BC
    JOURNAL OF THEORETICAL BIOLOGY, 2001, 213 (02) : 171 - 181
  • [45] Image processing using cellular neural networks based on multi-valued and universal binary neurons
    Igor Aizenberg
    Constantine Butakoff
    Journal of VLSI signal processing systems for signal, image and video technology, 2002, 32 : 169 - 188
  • [46] Image processing using cellular neural networks based on multi-valued and universal binary neurons
    Aizenberg, I
    Butakoff, C
    JOURNAL OF VLSI SIGNAL PROCESSING SYSTEMS FOR SIGNAL IMAGE AND VIDEO TECHNOLOGY, 2002, 32 (1-2): : 169 - 188
  • [47] Image processing using cellular neural networks based on multi-valued and universal binary neurons
    Aizenberg, I
    Aizenberg, N
    Bregin, T
    Butakov, C
    Farberov, E
    NEURAL NETWORKS FOR SIGNAL PROCESSING X, VOLS 1 AND 2, PROCEEDINGS, 2000, : 557 - 566
  • [48] Image processing using cellular neural networks based on multi-valued and universal binary neurons
    Aizenberg, Igor
    Aizenberg, Naum
    Bregin, Taras
    Butakov, Constantine
    Farberov, Elya
    Neural Networks for Signal Processing - Proceedings of the IEEE Workshop, 2000, 2 : 557 - 566
  • [49] A pattern generator for multiple periodic signals using recurrent neural networks
    Takahashi, F
    Akutagawa, M
    Nagashino, H
    Kinouchi, Y
    KNOWLEDGE-BASED INTELLIGENT INFORMATION AND ENGINEERING SYSTEMS, PT 2, PROCEEDINGS, 2004, 3214 : 1068 - 1073
  • [50] Preprocessing operators for image compression using Cellular Neural Networks
    MoreiraTamayo, O
    deGyvez, JP
    ICNN - 1996 IEEE INTERNATIONAL CONFERENCE ON NEURAL NETWORKS, VOLS. 1-4, 1996, : 1500 - 1505