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A maximum likelihood estimate for two-variable fractal surface

Balghonaim, A.S. and Keller, J.M. (1998) A maximum likelihood estimate for two-variable fractal surface. Image Processing, IEEE Transactions on, 7.

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Abstract

The fractal dimension estimate for two-variable fractional Brownian motion using the maximum likelihood estimate (MLE) is developed. We formulate a model to describe the two-variable fractional Brownian motion, then derive the likelihood function for that model and estimate the fractal dimension by maximizing the likelihood function. We then compare the MLE with the box-dimension estimation method



Item Type:Article
Date:December 1998
Date Type:Publication
Subjects:Computer
Divisions:College Of Engineering Sciences > Electrical Engineering Dept
Creators:Balghonaim, A.S. and Keller, J.M.
ID Code:14434
Deposited By:KFUPM ePrints Admin
Deposited On:24 Jun 2008 16:35
Last Modified:12 Apr 2011 13:14

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