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
Link To Document :
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