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Postprocessing operations such as left-right consistency check, interpolation, and median filtering [1] are applied in order to obtain a better initial estimate for faster convergence while regularizing.
In this work a novel regularization technique based on the singular value decomposition (SVD) is presented that preserves the spectral prior information while regularizing the Jacobian matrix, leading to dramatically reduced crosstalk between the recovered parameters.
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This algorithm supplements optical flow constraint with regularizing smooth terms, while our work uses spatio-temporal constancy.
While traditional techniques consist in regularizing a LS criterion with the total number of coefficient changes, the novel estimator relies on a convex regularization function, which resembles the group Lasso and can afford efficient implementation using block-coordinate descent iterations.
Some historians maintain that Louis XIV married Maintenon to consummate the relationship, while others believe that the king was only regularizing a liaison whose beginnings went back to either 1673 or 1678 but more likely to 1680.
Then, the predictive controller aims to regularizing the uncertain singular fractional-order systems while the memoryless state feedback is designed to stabilize the resulting regularized system.
We achieve this by regularizing the L2-norm of the model parameters using a regularization factor.
"We were simply regularizing the situation; there was no racial element," said one voter, Paddy Burke, while shopping with his family in Dublin.
Bilateral talks failed this week about regularizing the reunions.
Removing the infinitesimal assumption, which Hairer calls "regularizing the noise", renders an equation that can be solved.
In 1185 he issued an "assize" at Rennes regularizing the succession to military fiefs in Brittany.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com