The regularization process introduces additional information in the estimation, usually by penalizing model complexity and/or wild behaviour.
Necessary geometric rules are developed for the regularization process while maintaining the same mesh topological structure.
These results are helpful in understanding the regularization process of semicrystalline polymers in different environments.
It allows to respect desired geometric properties during the restoration, and to control more precisely the regularization process.
The number of basis functions is adaptively determined by minimizing the number of nonzero components in the coefficient vector during the sparse regularization process.
Thousands of Dominican Haitians have been waiting — some for days — to enter the Ministry of the Interior to complete a "regularization" process in order to avoid deportation.
They were all waiting — some for days — to enter the Ministry of the Interior and complete a "regularization" process in order to avoid deportation. .
As the results are necessarily noisy, a regularization process is employed to recover the most self-consistent scene depth structure.
These results confirm predictions from change-based models of crowding, such as averaging [ 16], and establish crowding as a regularization process that simplifies the peripheral field by promoting consistent appearance among adjacent objects.
Hundreds of thousands of Haitians in the Dominican Republic, including children born in the country to undocumented parents, faced imminent deportation on Wednesday if they failed to complete a "regularization" process by midnight as authorities prepared to enforce a new law.
