The image segmentation step involves an estimation of coupling parameters and the maximum á posteriori estimate of the realization of the Markovian field i.e, segmented image.
From each of these realizations, an estimate of S y is computed.
Beginning with an estimate from image realizations of the optimal generic (nonincreasing) window function, the algorithm switches (exchanges) a set of observation vectors (templates) between the optimal function's kernel and the kernel's complement.
where (hat {w}_{j,k}) denotes the estimate of w k at the jth realization and M the number of independent Monte-Carlo trials used to approximate the mathematical expectation.
In addition, each realization uses a different estimate of the initial tumor density within each grid box (see Sec. 3).
The Whack! of realization.
Both plots show superimposed independent realizations together the average estimate of the parameter (thicker line).
The procurement model, together with the current estimate of 161 plant systems I&C, poses a major challenge for the realization and integration of the ITER I&C systems.
(a) Noisy image, (b) non-aggregated CAWF image estimate, (c) CAWF estimate of MSE, (hat {J}_{i}), and (d) average squared error over 100 noise realizations.
A covariance function estimate of a zero-mean nonstationary random process in discrete time is accomplished from one observed realization by weighting observations with a kernel function.
