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Fractal Modelling and Analysis of Flow-Field Images

P.D. Tafti, R. Delgado-Gonzalo, A.F. Stalder, M. Unser

Proceedings of the Seventh IEEE International Symposium on Biomedical Imaging: From Nano to Macro (ISBI'10), Rotterdam, Kingdom of the Netherlands, April 14-17, 2010, pp. 49-52.

We introduce stochastic models for flow fields with parameters that dictate the scale-dependent (self-similar) character of the field and control the balance between its rotational vs compressive behaviour. The development of our models is motivated by the availability of imaging modalities that measure flow vector fields (flow-sensitive MRI and Doppler ultrasound). To study such data, we formulate estimators of the model parameters, and use them to quantify the Hurst exponent and directional properties of synthetic and real-world flow fields (measured by means of phase-contrast MRI) in 3D.

AUTHOR="Tafti, P.D. and Delgado-Gonzalo, R. and Stalder, A.F. and Unser,
TITLE="Fractal Modelling and Analysis of Flow-Field Images",
BOOKTITLE="Proceedings of the Seventh {IEEE} International Symposium on
        Biomedical Imaging: {F}rom Nano to Macro ({ISBI'10})",
address="Rotterdam, Kingdom of the Netherlands",
month="April 14-17,",

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