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Synopsis
Modern image processing techniques are based on multiresolution geometrical methods of image representation. These methods are efficient in sparse approximation of digital images. There is a wide family of functions called simply 'X-lets', and these methods can be divided into two groups: the adaptive and the nonadaptive. This book is devoted to the adaptive methods of image approximation, especially to multismoothlets.
Besides multismoothlets, several other new ideas are also covered. Current literature considers the black and white images with smooth horizon function as the model for sparse approximation but here, the class of blurred multihorizon is introduced, which is then used in the approximation of images with multiedges. Additionally, the semi-anisotropic model of multiedge representation, the introduction of the shift invariant multismoothlet transform and sliding multismoothlets are also covered.
Geometrical Multiresolution Adaptive Transforms should be accessible to both mathematicians and computer scientists. It is suitable as a professional reference for students, researchers and engineers, containing many open problems and will be an excellent starting point for those who are beginning new research in the area or who want to use geometrical multiresolution adaptive methods in image processing, analysis or compression.
Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.
À propos de l?auteur
Agnieszka Lisowska is an assistant professor at the Institute of Computer Science, University of Silesia, where in 2006 she obtained her PhD with distinctions in the area of geometrical wavelets in Computer Science. In 2001 she completed her MSc in Mathematics at the same university. Her scientific research is concentrated on sparse representations and geometrical multiresolution methods of image processing. She invented smoothlets and multismoothlets, and the fast methods of their computations. She is the author of several journal and conference papers published among others by Springer, Elsevier or IEEE.
Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.
- ÉditeurSpringer International Publishing AG
- Date d'édition2014
- ISBN 10 3319050109
- ISBN 13 9783319050102
- ReliureRelié
- Langueanglais
- Nombre de pages107
- Coordonnées du fabricantnon disponible
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Geometrical Multiresolution Adaptive Transforms: Theory and Applications (Studies in Computational Intelligence, 545, Band 545) [Hardcover] Lisowska, Agnieszka
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ISBN 13 : 9783319050102
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Geometrical Multiresolution Adaptive Transforms
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Springer International Publishing, 2014
ISBN 10 : 3319050109
ISBN 13 : 9783319050102
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Gebunden. Etat : New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Presents the recent state-of-the-art of geometrical multiresolution methods leading to sparse image representationsProvides many open problems in the area of geometrical multiresolution methods of image approximationIncludes competitive app. N° de réf. du vendeur 4497155
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Geometrical Multiresolution Adaptive Transforms : Theory and Applications
Edité par
Springer International Publishing, 2014
ISBN 10 : 3319050109
ISBN 13 : 9783319050102
Neuf
Couverture rigide
Vendeur : AHA-BUCH GmbH, Einbeck, Allemagne
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Buch. Etat : Neu. Druck auf Anfrage Neuware - Printed after ordering - Modern image processing techniques are based on multiresolution geometrical methods of image representation. These methods are efficient in sparse approximation of digital images. There is a wide family of functions called simply 'X-lets', and these methods can be divided into two groups: the adaptive and the nonadaptive. This book is devoted to the adaptive methods of image approximation, especially to multismoothlets.Besides multismoothlets, several other new ideas are also covered. Current literature considers the black and white images with smooth horizon function as the model for sparse approximation but here, the class of blurred multihorizon is introduced, which is then used in the approximation of images with multiedges. Additionally, the semi-anisotropic model of multiedge representation, the introduction of the shift invariant multismoothlet transform and sliding multismoothlets are also covered.Geometrical Multiresolution Adaptive Transforms should be accessible to both mathematicians and computer scientists. It is suitable as a professional reference for students, researchers and engineers, containing many open problems and will be an excellent starting point for those who are beginning new research in the area or who want to use geometrical multiresolution adaptive methods in image processing, analysis or compression. N° de réf. du vendeur 9783319050102
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Geometrical Multiresolution Adaptive Transforms
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Springer International Publishing Apr 2014, 2014
ISBN 10 : 3319050109
ISBN 13 : 9783319050102
Neuf
Couverture rigide
Vendeur : BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, Allemagne
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Buch. Etat : Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -Modern image processing techniques are based on multiresolution geometrical methods of image representation. These methods are efficient in sparse approximation of digital images. There is a wide family of functions called simply 'X-lets', and these methods can be divided into two groups: the adaptive and the nonadaptive. This book is devoted to the adaptive methods of image approximation, especially to multismoothlets.Besides multismoothlets, several other new ideas are also covered. Current literature considers the black and white images with smooth horizon function as the model for sparse approximation but here, the class of blurred multihorizon is introduced, which is then used in the approximation of images with multiedges. Additionally, the semi-anisotropic model of multiedge representation, the introduction of the shift invariant multismoothlet transform and sliding multismoothlets are also covered.Geometrical Multiresolution Adaptive Transforms should be accessible to both mathematicians and computer scientists. It is suitable as a professional reference for students, researchers and engineers, containing many open problems and will be an excellent starting point for those who are beginning new research in the area or who want to use geometrical multiresolution adaptive methods in image processing, analysis or compression. 120 pp. Englisch. N° de réf. du vendeur 9783319050102
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Geometrical Multiresolution Adaptive Transforms: Theory and Applications (Studies in Computational Intelligence, 545)
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Geometrical Multiresolution Adaptive Transforms: Theory and Applications
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Springer-Verlag New York Inc, 2014
ISBN 10 : 3319050109
ISBN 13 : 9783319050102
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Geometrical Multiresolution Adaptive Transforms: Theory and Applications (Studies in Computational Intelligence, 545)
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Geometrical Multiresolution Adaptive Transforms: Theory and Applications (Studies in Computational Intelligence (545))
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ISBN 10 : 3319050109
ISBN 13 : 9783319050102
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