The least squares estimate detailed in [3] assumes that the observations of the GMRF image obey the model

where is a zero mean correlated noise sequence with variance and correlation with the following structure:

Then, for , the LSE are:

where is the complete set of pixels, and toroidal wrap-around is assumed.

David A. Bader

dbader@umiacs.umd.edu