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Geometrical Multiresolution Adaptive Transforms

Theory and Applications

Autor: Agnieszka Lisowska

Język:

Oprawa: Miękka

Wydawca: Springer International Publishing AG

Dostępność: Dostępna u dostawcy w małych ilościach

Wysyłamy za 13-18 dni

240.13 zł

Modern image processing techniques are based on multiresolution geometrical methods of image represe...

Informacje o książce

Autor

Agnieszka Lisowska

Język

Angielski

Oprawa

Książka - Miękka

Data wydania

2016

strony

107

EAN

9783319377148

ISBN

3319377140

Enbook ID

14167150

Wydawca

Springer International Publishing AG

Waga

1942

Wymiary

155 x 235 x 6

Pełny opis

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.

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