DocumentCode
2954969
Title
Fractal anisotropy measurement of bone texture radiographs
Author
Lemineur, Gkrald ; Harba, Rachid ; Jennane, Rachid ; Estrade, Anne ; Benhamou, Laurent
Author_Institution
LESI, Orleans Univ., France
fYear
2004
fDate
2004
Firstpage
275
Lastpage
278
Abstract
This communication presents a method to estimate the fractal anisotropy. This method consists in estimating the H(θ) parameter of an anisotropic fractional Brownian field depending on the direction θ. We have tested this method on synthetic isotropic and anisotropic images. Results are of good quality. Then, it was applied to bone radiographic images described by their anisotropy, non stationary, and textured character. 109 images (70 controls and 39 osteoporosis cases) were examined. Results show the efficiency of the method to discriminate the two populations. Moreover they show that the structural organization of bone is more anisotropic for the osteoporotic cases than for control cases in accordance with the natural evolution of bone tissue linked to osteoporosis.
Keywords
bone; diagnostic radiography; fractals; image texture; medical image processing; anisotropic images; bone texture radiographs; fractal anisotropy measurement; isotropic images; osteoporosis; Anisotropic magnetoresistance; Bone tissue; Fractals; Frequency; Image texture analysis; Osteoporosis; Parameter estimation; Radio control; Radiography; Testing;
fLanguage
English
Publisher
ieee
Conference_Titel
Control, Communications and Signal Processing, 2004. First International Symposium on
Print_ISBN
0-7803-8379-6
Type
conf
DOI
10.1109/ISCCSP.2004.1296278
Filename
1296278
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