From global to local statistical shape priors : novel methods to obtain accurate reconstruction results with a limited amount of training shapes

This book proposes a new approach to handle the problem of limited training data. Common approaches to cope with this problem are to model the shape variability independently across predefined segments or to allow artificial shape variations that cannot be explained through the training data, both o...

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Bibliographic Details
Main Author: Last, Carsten, (Author)
Format: eBook
Language: English
Published: Cham, Switzerland : Springer, [2017]
Series: Studies in systems, decision and control ; v. 98.
Subjects:
ISBN: 9783319535081
9783319535074
Physical Description: 1 online resource

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