Detection of Osteoporosis Using Fractal Method Based on Fourier Analysis of Hand Bone Image

被引:0
|
作者
Nurhasanah [1 ]
Sampurno, J. [1 ]
Ivansyah, O. [2 ]
机构
[1] Tanjungpura Univ, Dept Phys, Pontianak 78124, Indonesia
[2] Politekn Negeri Pontianak, Pontianak 78124, Indonesia
关键词
D O I
10.1088/1742-6596/1028/1/012122
中图分类号
G40 [教育学];
学科分类号
040101 ; 120403 ;
摘要
This study applies the method of fractal-based 2D Fourier transform to determine an image of osteoporosis or normal based on the dimensions and intercept of the X ray image hand bones. The first step is to create a program to determine the dimensions and the intercept of image. It is determined by using a fractal method based on 2D Fourier transform. Testing the success of the program is done by input X ray image of the hand bones. The result shows that the program testing 2D Fourier transforms can be applied to determine the dimensions and intercept of the hand bones image. The classification of the normal and osteoporosis images is based on the dimensions and intercept values. Normal image has dimension <1.4 and intercept value > 34, osteoporosis image has dimension >1.4 and intercept value <34. Dimensional of osteoporosis image have higher than normal image but the normal image density is higher than the osteoporosis image. Classification results quite effectively to help diagnose osteoporosis.
引用
收藏
页数:6
相关论文
共 50 条
  • [1] Discrimination analysis of bone microstructure of patients with clinical suspicious osteoporosis using fast Fourier transformation analysis, histogram of intensity and fractal dimension of macro-radiography image.
    Chaberek, S
    Szawdyn, J
    CARS 2000: COMPUTER ASSISTED RADIOLOGY AND SURGERY, 2000, 1214 : 1016 - 1016
  • [2] Panoramic Radiograph Image Analysis using Cooccurence Gray Level Matrix Method (GLCM) for Early Detection of Osteoporosis in Mandibular Bone
    Azhari
    Suprijanto
    Diputra, Yudhi
    Juliastuti, Endang
    Arifin, Agus Zainal
    MAJALAH KEDOKTERAN BANDUNG-MKB-BANDUNG MEDICAL JOURNAL, 2014, 46 (04): : 203 - 208
  • [3] An Online Detection Method for Coal Dry Screening Based on Image Processing and Fractal Analysis
    He, Deyi
    Liu, Chusheng
    APPLIED SCIENCES-BASEL, 2022, 12 (13):
  • [4] Texture based Bone Radiograph Image Analysis for the assessment of Osteoporosis using Hybrid Domain
    Jolly, Sharan
    Chaudhary, Harshit
    Bhan, Anupama
    Rana, Haneet
    Goyal, Ayush
    ICSPC'21: 2021 3RD INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING AND COMMUNICATION (ICPSC), 2021, : 344 - 349
  • [5] Dental Panoramic Image Analysis on Mandibular Bone for Osteoporosis Early Detection
    Suprijanto
    Juliastuti, Endang
    Diputra, Yudhi
    Mayantasari, Menasita
    Azhari
    2013 3RD INTERNATIONAL CONFERENCE ON INSTRUMENTATION CONTROL AND AUTOMATION (ICA 2013), 2013, : 138 - 143
  • [6] Fractal-based image texture analysis of trabecular bone architecture
    Jiang, C
    Pitt, RE
    Bertram, JEA
    Aneshansley, DJ
    MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING, 1999, 37 (04) : 413 - 418
  • [7] Fractal-based image texture analysis of trabecular bone architecture
    Jiang, C.
    Pitt, R.E.
    Bertram, J.E.A.
    Aneshansley, D.J.
    Medical and Biological Engineering and Computing, 1999, 37 (04): : 413 - 418
  • [8] Fractal-based image texture analysis of trabecular bone architecture
    C. Jiang
    R. E. Pitt
    J. E. A. Bertram
    D. J. Aneshansley
    Medical & Biological Engineering & Computing, 1999, 37 : 413 - 418
  • [9] A fractal-based BEMD method for image texture analysis
    Pan, JianJia
    Tang, YuanYan
    Zhang, Dan
    IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN AND CYBERNETICS (SMC 2010), 2010,
  • [10] MR imaging and osteoporosis: Fractal lacunarity analysis of trabecular bone
    Zaia, Annamaria
    Eleonori, Roberta
    Maponi, Pierluigi
    Rossi, Roberto
    Muni, Roberto
    IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE, 2006, 10 (03): : 484 - 489