CIME Summer School

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
Autores principales: Burger, Martin, Mennucci, Andrea C G, Osher, Stanley, Rumpf, Martin
Lenguaje:eng
Publicado: Springer 2013
Materias:
Mathematical Physics and Mathematics
Acceso en línea:https://dx.doi.org/10.1007/978-3-319-01712-9
http://cds.cern.ch/record/1695835
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author Burger, Martin
Mennucci, Andrea C G
Osher, Stanley
Rumpf, Martin
author_facet Burger, Martin
Mennucci, Andrea C G
Osher, Stanley
Rumpf, Martin
author_sort Burger, Martin
collection CERN
description 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.
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institution Organización Europea para la Investigación Nuclear
language eng
publishDate 2013
publisher Springer
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spelling cern-16958352021-04-25T16:40:22Zdoi:10.1007/978-3-319-01712-9http://cds.cern.ch/record/1695835engBurger, MartinMennucci, Andrea C GOsher, StanleyRumpf, MartinCIME Summer SchoolMathematical Physics and MathematicsThis 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.Springeroai:cds.cern.ch:16958352013
spellingShingle Mathematical Physics and Mathematics
Burger, Martin
Mennucci, Andrea C G
Osher, Stanley
Rumpf, Martin
CIME Summer School
title CIME Summer School
title_full CIME Summer School
title_fullStr CIME Summer School
title_full_unstemmed CIME Summer School
title_short CIME Summer School
title_sort cime summer school
topic Mathematical Physics and Mathematics
url https://dx.doi.org/10.1007/978-3-319-01712-9
http://cds.cern.ch/record/1695835
work_keys_str_mv AT burgermartin cimesummerschool
AT mennucciandreacg cimesummerschool
AT osherstanley cimesummerschool
AT rumpfmartin cimesummerschool

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