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By computing the map directly, we can avoid conventional intermediate parameterizations and help simplify the cortical mapping process.
For 640 × 480 stereo images and a disparity range equal to 60, the proposed architecture guarantees an average error in computing the map as low as 9% with a throughput rate up to 68 frames per second.
The constant for the complexity of SSIM approach is given by the size of the window for computing the local mean and variance— —and the circular-symmetric Gaussian weighting function that is, used when computing the map of local SSIM values.
There are several algorithms available for computing the MAP estimate.
Box. 1. SPEDRE-base algorithm for computing the MAP estimates on a factor graph.
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Starting from a properly designed initial map, we compute the map iteratively by solving a partial differential equation (PDE) defined on the source cortical surface.
To evaluate each individual, we take each training query, compute a ranking of images using the formula represented by the individual, and then compute the MAP results obtained in such ranking.
The Haldane mapping function was used to compute the map distances in centiMorgans (cM) from the recombination fractions.
The elegance of using kernel function lied in the fact that one can deal with feature spaces of arbitrary dimensionality without having to compute the map Φ x).
Update the distribution of to, where are stored in the message history of C. Output : compute the MAP probability of each variable node A.
b) Compute the mapping costs of backup nodes.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com