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From Global to Local Statistical Shape Priors
Carsten Last
€ 122.76
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Description for From Global to Local Statistical Shape Priors
Hardback. Series: Studies in Systems, Decision and Control. Num Pages: 259 pages, 20 black & white illustrations, 64 colour illustrations, 50 colour tables, biography. BIC Classification: UYQ; UYQV. Category: (P) Professional & Vocational. Dimension: 235 x 155. .
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 of which have their drawbacks. The approach presented uses a local shape prior in each element of the underlying data domain and couples all local shape priors via smoothness constraints. The book provides a sound mathematical foundation in order to embed this new shape prior formulation into the well-known variational image segmentation framework. The ... Read more
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 of which have their drawbacks. The approach presented uses a local shape prior in each element of the underlying data domain and couples all local shape priors via smoothness constraints. The book provides a sound mathematical foundation in order to embed this new shape prior formulation into the well-known variational image segmentation framework. The ... Read more
Product Details
Format
Hardback
Publication date
2017
Publisher
Springer International Publishing AG Switzerland
Number of pages
259
Condition
New
Series
Studies in Systems, Decision and Control
Number of Pages
259
Place of Publication
Cham, Switzerland
ISBN
9783319535074
SKU
V9783319535074
Shipping Time
Usually ships in 15 to 20 working days
Ref
99-15
About Carsten Last
Carsten Last received his diploma degree in computer and communications systems engineering (with distinction) from TU Braunschweig, Germany, in 2009. During his studies he worked as a student assistant in the area of speech enhancement at the Institute for Communications Technology at TU Braunschweig. From 2009 to 2015 he was a research assistant and PhD student at the Institute for ... Read more
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