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Kernel step k s (greater than 0). .
Kernel height h or h r (odd); Kernel width w or w r (odd); Kernel step k s (greater than 0).
Table 4 Cyclops2 MNS methods and their relevant parameters used in the evaluation Algorithm Parameters Step of disparity shift Kernel height h Kernel width w Kernel step k s Note MNS1 1 5 5 2 Only for quarter resolution MNS2 4 1 7 3 MNS3 4 1 7 3 Uses shared memory.
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The proposed OKLC method is simplified as only optimizing coefficients on Laplacians (step 2 in Algorithm 2.1) or kernels (step 3).
Selecting the kernel function is the core step of SVR in solving the nonlinear regression problems.
The 3D reconstruction was subjected to a 3 × 3 × 3 cm3 (i.e. 9 × 9 × 9 voxels) cubic kernel that stepped through the volume.
The construction of the MCMC transition kernel, 1-step transition probability from state i to state j, notated as (P i,j) = P(i to j) = P varvec{x}_{t + 1} = s_{j} left| {varvec{x}_{t} = s_{i} } right).), is important in order to iterative algorithm converges speedily.
The evolution kernel makes a step either inward or outward direction depending on the sign of the force field on the LS function.
When the smoothing parameter is increased from h 1 to h 2, the kernel reaches the step in the signal and the estimation at the black point can no longer be explained by the signal variance.
However, when the smoothing parameter is increased from h 1 to h 2, the kernel reaches the step in the signal and the estimate at the black point can no longer be explained by the signal variance.
We illustrate our approach on the example of the Heisenberg group, and, as an application, we compute the short-time behaviour of the hypoelliptic heat kernel on the step 3 nilpotent Cartan and Engel groups, for which no closed-form expression for the hypoelliptic heat kernel is yet known.
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