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.
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;
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
DOI :
10.1109/ISBI.2007.356993