Title of article
A maximum likelihood estimate for two-variable fractal surface
Author/Authors
Balghonaim، نويسنده , , A.S.، نويسنده , , Keller، نويسنده , , J.M. ، نويسنده ,
Issue Information
روزنامه با شماره پیاپی سال 1998
Pages
8
From page
1746
To page
1753
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.
Keywords
fractal dimension , Fractional Brownian motion , Maximumlikelihood , parameter estimation.
Journal title
IEEE TRANSACTIONS ON IMAGE PROCESSING
Serial Year
1998
Journal title
IEEE TRANSACTIONS ON IMAGE PROCESSING
Record number
396129
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