DocumentCode :
2522661
Title :
A FRACTAL MULTI-DIMENSIONAL ULTRASOUND SCATTERER DISTRIBUTION MODEL
Author :
Laporte, Catherine ; Clark, James J. ; Arbel, Tal
Author_Institution :
Centre for Intelligent Machines, McGill Univ., Montreal, Que.
fYear :
2007
fDate :
12-15 April 2007
Firstpage :
880
Lastpage :
883
Abstract :
This paper presents a multi-dimensional point scatterer distribution model for the context of ultrasound image simulation. The model has a simple parameterisation, has low computational requirements and is flexible enough to model spatial organisation of scatterers ranging from highly clustered to nearly regular. The model extends an existing 1D model by mapping 1D scatterer positions to a Hubert space-filling curve. The flexibility of the heuristic model is illustrated through experiments where common statistical models of ultrasonic speckle are fitted to simulated data. The results agree with theoretical predictions.
Keywords :
Hilbert spaces; biomedical ultrasonics; fractals; optical images; physiological models; speckle; Hubert space-filling curve; fractal; heuristic model; ultrasound image simulation; ultrasound scatterer distribution model; Acoustic scattering; Computational modeling; Context modeling; Fractals; Hilbert space; Image processing; Parametric statistics; Scattering parameters; Speckle; Ultrasonic imaging;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Biomedical Imaging: From Nano to Macro, 2007. ISBI 2007. 4th IEEE International Symposium on
Conference_Location :
Arlington, VA
Print_ISBN :
1-4244-0672-2
Electronic_ISBN :
1-4244-0672-2
Type :
conf
DOI :
10.1109/ISBI.2007.356993
Filename :
4193427
Link To Document :
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