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Regional appearance modeling for model-based image segmentation - François Chung
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François Chung:

Regional appearance modeling for model-based image segmentation - Paperback

2024, ISBN: 9783844322095

[ED: Taschenbuch], [PU: LAP LAMBERT Academic Publishing], Neuware - This thesis presents a novel appearance prior for model-based image segmentation. This appearance prior, denoted as Mul… More...

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Regional appearance modeling for model-based image segmentation - François Chung
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François Chung:

Regional appearance modeling for model-based image segmentation - First edition

2011, ISBN: 9783844322095

Paperback

[ED: Kartoniert / Broschiert], [PU: LAP LAMBERT Academic Publishing], Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Autor/Autorin: Chung… More...

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Chung, François: Regional appearance modeling for model-based image segmentation
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Chung, François: Regional appearance modeling for model-based image segmentation - new book

ISBN: 9783844322095

Methodological approaches to improve the accuracy of model-based image segmentation Methodological approaches to improve the accuracy of model-based image segmentation Bücher > English, I… More...

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Regional appearance modeling for model-based image segmentation Methodological approaches to improve the accuracy of model-based image segmentation - Chung, François
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Chung, François:
Regional appearance modeling for model-based image segmentation Methodological approaches to improve the accuracy of model-based image segmentation - new book

2011, ISBN: 3844322094

Kartoniert / Broschiert, mit Schutzumschlag 11, [PU:LAP LAMBERT Academic Publishing]

Shipping costs:Versandkostenfrei innerhalb der BRD. (EUR 0.00) MARZIES.de Buch- und Medienhandel, 14621 Schönwalde-Glien
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Chung, François:
Regional appearance modeling for model-based image segmentation - Paperback

2011, ISBN: 3844322094

Hardcover

Methodological approaches to improve the accuracy of model-based image segmentation - Buch, gebundene Ausgabe, 196 S., Beilagen: Paperback, Erschienen: 2011 LAP Lambert Acad. Publ.

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Details of the book
Regional appearance modeling for model-based image segmentation

This thesis presents a novel appearance prior for model-based image segmentation. This appearance prior, denoted as Multimodal Prior Appearance Model (MPAM), is built upon an EM clustering of intensity profiles with model order selection to automatically select the number of profile classes. Unlike classical PCA-based approaches, the clustering is considered as regional because intensity profiles are classified for each mesh and not for each vertex. Comparative results on liver profiles from CT images show that MPAM outperforms PCA-based appearance models. Finally, methods for the analysis of lower limb structures from MR images are presented. A first part deals with the creation of subject-specific models for kinematic simulations of the lower limbs. In a second part, the performance of statistical models is compared in the context of lower limb bone segmentation when only a small number of datasets is available for training.

Details of the book - Regional appearance modeling for model-based image segmentation


EAN (ISBN-13): 9783844322095
ISBN (ISBN-10): 3844322094
Hardcover
Paperback
Publishing year: 2011
Publisher: LAP LAMBERT Academic Publishing

Book in our database since 2009-02-01T18:35:43+00:00 (London)
Detail page last modified on 2023-11-25T12:10:41+00:00 (London)
ISBN/EAN: 3844322094

ISBN - alternate spelling:
3-8443-2209-4, 978-3-8443-2209-5
Alternate spelling and related search-keywords:
Book author: chung
Book title: regional image, francois, model


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