Medical image noise reduction using cellular neural networks

被引：0
|
作者：
Su, Te-Jen [1 ]
Jhang, Jyun-Wei [1 ]
机构：
[1] Natl Kaohsiung Univ Appl Sci, Dept Elect Engn, Kaohsiung, Taiwan
来源：
IIH-MSP: 2006 INTERNATIONAL CONFERENCE ON INTELLIGENT INFORMATION HIDING AND MULTIMEDIA SIGNAL PROCESSING, PROCEEDINGS | 2006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 novel method for designing templates of cellular neural networks to reduce the image noise is discussed. The discrete-time cellular neural network (DTCNN) combining with genetic algorithm (GA) is applied to image noise reducing. Based on GA method, the templates of CNN are optimized to diminish noise interference in polluted image. The demonstrated examples are presented to illustrate the better performance of the proposed methodology (GA-CNN).
引用
收藏
页码：228 / +
页数：2
相关论文
共 50 条
  • [41] Cellular neural networks for segmentation of image sequence
    Milanova, MG
    Elmaghraby, A
    Rubin, S
    INTELLIGENT SYSTEMS, 2000, : 116 - 119
  • [42] CELLULAR NEURAL NETWORKS FOR IMAGE PROCESSING TASKS
    Volna, Eva
    16TH INTERNATIONAL CONFERENCE ON SOFT COMPUTING MENDEL 2010, 2010, : 274 - 279
  • [43] Advanced image processing cellular neural networks
    Itoh, Makoto
    Chua, Leon O.
    INTERNATIONAL JOURNAL OF BIFURCATION AND CHAOS, 2007, 17 (04): : 1109 - 1150
  • [44] Image coding by cellular neural networks.
    Montufar-Chaveznava, R
    Guinea, D
    García-Alegre, MC
    Preciado, VM
    APPLICATIONS OF ARTIFICIAL NEURAL NETWORKS IN IMAGE PROCESSING VI, 2001, 4305 : 160 - 167
  • [45] Image Noise Level Estimation by Neural Networks
    Wang Zhiming
    Yuan Guobin
    PROCEEDINGS OF THE 2015 INTERNATIONAL CONFERENCE ON MATERIALS ENGINEERING AND INFORMATION TECHNOLOGY APPLICATIONS, 2015, 28 : 692 - 697
  • [46] Cellular neural networks for color image segmentation
    Wilbik, A
    ARTIFICIAL NEURAL NETWORKS: BIOLOGICAL INSPIRATIONS - ICANN 2005, PT 1, PROCEEDINGS, 2005, 3696 : 525 - 530
  • [47] A Comprehensive Study on Medical Image Segmentation using Deep Neural Networks
    Dao, Loan
    Ly, Ngoc Quoc
    INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2023, 14 (03) : 167 - 184
  • [48] Medical image compression using topology-preserving neural networks
    Meyer-Bäse, A
    Jancke, K
    Wismüller, A
    Foo, S
    Martinetz, T
    ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2005, 18 (04) : 383 - 392
  • [49] Noise reduction using wavelet with application to medical X-ray image
    Wang, Ling
    Lu, Jianming
    Li, Yeqiu
    Yahagi, Takashi
    Okamoto, Takahide
    2005 IEEE International Conference on Industrial Technology - (ICIT), Vols 1 and 2, 2005, : 97 - 102
  • [50] Medical image registration using deep neural networks: A comprehensive review
    Boveiri, Hamid Reza
    Khayami, Raouf
    Javidan, Reza
    Mehdizadeh, Alireza
    COMPUTERS & ELECTRICAL ENGINEERING, 2020, 87
12345