DocumentCode :
284898
Title :
Analysis of bone X-rays using morphological fractals
Author :
Samarabandu, J. ; Acharya, R. ; Hausmann, E. ; Allen, K.
Author_Institution :
State Univ. of New York, Buffalo, NY, USA
Volume :
3
fYear :
1992
fDate :
23-26 Mar 1992
Firstpage :
133
Abstract :
Mathematical morphology was applied for fractal analysis of bone X-ray images. Fractal dimension is calculated by performing a series of dilations on the given image and plotting the surface area of the resulting object against the size of the structuring element. This approach gives the added advantage of encoding structural information via the use of a structuring element. The algorithm was applied to several bone radiographs and the results demonstrate that fractal dimension using mathematical morphology gives us a robust texture measure of trabecular bone structures
Keywords :
X-ray applications; bone; diagnostic radiography; fractals; mathematical morphology; medical image processing; algorithm; bone X-ray images; bone radiographs; dilations; fractal analysis; fractal dimension; mathematical morphology; morphological fractals; structural information; structuring element size; surface area; texture measure; trabecular bone structures; Biology; Bones; Fractals; Image analysis; Image texture analysis; Information geometry; Radiography; Shape; Surface morphology; X-rays;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Acoustics, Speech, and Signal Processing, 1992. ICASSP-92., 1992 IEEE International Conference on
Conference_Location :
San Francisco, CA
ISSN :
1520-6149
Print_ISBN :
0-7803-0532-9
Type :
conf
DOI :
10.1109/ICASSP.1992.226258
Filename :
226258
Link To Document :
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