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Level Set and PDE Based Reconstruction Methods in Imaging
Hoofdkenmerken
Auteur: Martin Burger; Andrea C.G. Mennucci; Stanley Osher; Martin Rumpf
Titel: Level Set and PDE Based Reconstruction Methods in Imaging
Uitgever: Springer Nature
ISBN: 9783319017129
ISBN boekversie: 9783319017112
Prijs: € 53,94
Verschijningsdatum: 17-10-2013
Inhoudelijke kenmerken
Categorie: General
Taal: English
Imprint: Springer
Technische kenmerken
Verschijningsvorm: E-book
 

Inhoudsopgave:

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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