Medical Image Retrieval in Private Network Based on Dynamic Fuzzy Data Model and Wavelet Entropy

被引：0
|
作者：
Zhang, Guangming [1 ]
Cui, Zhiming [1 ]
Wu, Jian [1 ]
机构：
[1] Suzhou Univ, Inst Intelligent Informat Proc & Applicat, Suzhou 215006, Peoples R China
来源：
ADVANCES IN WEB AND NETWORK TECHNOLOGIES, AND INFORMATION MANAGEMENT | 2009年 / 5731卷
关键词：
image retrieval; wavelet transform; information entropy; dynamic fuzzy logic;
D O I：
暂无
中图分类号：
TP3 [计算技术、计算机技术];
学科分类号：
0812 ;
摘要：
By analyzing the characters of CT medical image, this paper proposes a new model for CT medical image retrieval, which is using dynamic fuzzy logic and wavelet information entropy. Firstly, the image was decomposed by 2-D discrete wavelet transform to obtain the different level information. Then the entropy from low-frequency subband of CT medical image was calculated, and a membership function based on dynamic fuzzy logic was constructed to adjust the weight for image attribute. At last a model was constructed to obtain the similarity parameter by order for CT image retrieval. The efficiency of our model indicate it is very adaptive to the medical image retrieval in nosocomial private network.
引用
收藏
页码：58 / 66
页数：9
相关论文
共 50 条
  • [21] A hybrid approach for Content-Based Image Retrieval based on Fast Beta Wavelet network and fuzzy decision support system
    ElAdel, Asma
    Ejbali, Ridha
    Zaied, Mourad
    Ben Amar, Chokri
    MACHINE VISION AND APPLICATIONS, 2016, 27 (06) : 781 - 799
  • [22] A hybrid approach for Content-Based Image Retrieval based on Fast Beta Wavelet network and fuzzy decision support system
    Asma ElAdel
    Ridha Ejbali
    Mourad Zaied
    Chokri Ben Amar
    Machine Vision and Applications, 2016, 27 : 781 - 799
  • [23] An improved wavelet neural network medical image segmentation algorithm with combined maximum entropy
    Hu, Xiaoqian
    Tao, Jinxu
    Ye, Zhongfu
    Qiu, Bensheng
    Xu, Jinzhang
    6TH INTERNATIONAL CONFERENCE ON COMPUTER-AIDED DESIGN, MANUFACTURING, MODELING AND SIMULATION (CDMMS 2018), 2018, 1967
  • [24] Wavelet Based Medical Image Denoising Technique Based on Neural Network
    Pradeep, S.
    Ribana, K.
    BIOSCIENCE BIOTECHNOLOGY RESEARCH COMMUNICATIONS, 2018, 11 (02): : 82 - 87
  • [25] Wavelet based retrieval of medical thermograms
    Schaefer, Gerald
    Starosolski, Roman
    Pawlak, Dominik
    Zhu, Shao Ying
    2008 INTERNATIONAL SPECIAL TOPIC CONFERENCE ON INFORMATION TECHNOLOGY AND APPLICATIONS IN BIOMEDICINE, VOLS 1 AND 2, 2008, : 284 - +
  • [26] Wavelet Based Image Retrieval Method
    Arai, Kohei
    Rahmad, Cahya
    INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2012, 3 (04) : 6 - 11
  • [27] Wavelet based retrieval of medical thermograms
    Schaefer, Gerald
    Starosolski, Roman
    Pawlak, Dominik
    Zhu, Shao Ying
    2008 INTERNATIONAL SPECIAL TOPIC CONFERENCE ON INFORMATION TECHNOLOGY AND APPLICATIONS IN BIOMEDICINE, VOLS 1 AND 2, 2008, : 287 - +
  • [28] Performance improvement of fuzzy-based algorithms for medical image retrieval
    Chinnasamy, Sriramakrishnan
    IET IMAGE PROCESSING, 2014, 8 (06) : 319 - 326
  • [29] Dynamic fuzzy wavelet neural network model for structural system identification
    Adeli, H
    Jiang, XM
    JOURNAL OF STRUCTURAL ENGINEERING, 2006, 132 (01) : 102 - 111
  • [30] Fault data compression of power system with wavelet neural network based on wavelet entropy
    Liu, Zhigang
    Zhang, Dabo
    ADVANCES IN NEURAL NETWORKS - ISNN 2006, PT 2, PROCEEDINGS, 2006, 3972 : 1402 - 1408
12345