Level Set and PDE Based Reconstruction Methods in Imaging Cetraro, Italy 2008, Editors: Martin Burger, Stanley Osher /

This book takes readers on a tour through modern methods in image analysis and reconstruction based on level set and PDE techniques, the major focus being on morphological and geometric structures in images. The aspects covered include edge-sharpening image reconstruction and denoising, segmentation...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autores principales: Burger, Martin (Autor), Mennucci, Andrea C.G (Autor), Osher, Stanley (Autor), Rumpf, Martin (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Cham : Springer International Publishing : Imprint: Springer, 2013.
Edición:1st ed. 2013.
Colección:C.I.M.E. Foundation Subseries ; 2090
Temas:
Differential equations.
Mathematics-Data processing.
Computer vision.
Differential Equations.
Computational Mathematics and Numerical Analysis.
Computer Vision.
Acceso en línea:Texto Completo

MARC

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300 |a VII, 319 p. 88 illus., 40 illus. in color.  |b online resource. 
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505 0 |a A Guide to the TV Zoo -- EM-TV methods for inverse problems with Poisson noise -- Variational Methods in Image Matching and Motion Extraction -- Metrics of Curves in Shape Optimization and Analysis. 
520 |a This book takes readers on a tour through modern methods in image analysis and reconstruction based on level set and PDE techniques, the major focus being on morphological and geometric structures in images. The aspects covered include edge-sharpening image reconstruction and denoising, segmentation and shape analysis in images, and image matching. For each, the lecture notes provide insights into the basic analysis of modern variational and PDE-based techniques, as well as computational aspects and applications. 
650 0 |a Differential equations. 
650 0 |a Mathematics-Data processing. 
650 0 |a Computer vision. 
650 1 4 |a Differential Equations. 
650 2 4 |a Computational Mathematics and Numerical Analysis. 
650 2 4 |a Computer Vision. 
700 1 |a Mennucci, Andrea C.G.  |e author.  |4 aut  |4 http://id.loc.gov/vocabulary/relators/aut 
700 1 |a Osher, Stanley.  |e author.  |4 aut  |4 http://id.loc.gov/vocabulary/relators/aut 
700 1 |a Rumpf, Martin.  |e author.  |4 aut  |4 http://id.loc.gov/vocabulary/relators/aut 
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776 0 8 |i Printed edition:  |z 9783319017112 
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830 0 |a C.I.M.E. Foundation Subseries ;  |v 2090 
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950 |a Mathematics and Statistics (R0) (SpringerNature-43713) 

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