Geometrical Multiresolution Adaptive Transforms

Theory and Applications

Nonfiction, Computers, Database Management, Data Processing, Application Software, Computer Graphics, General Computing
Cover of the book Geometrical Multiresolution Adaptive Transforms by Agnieszka Lisowska, Springer International Publishing
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: Agnieszka Lisowska ISBN: 9783319050119
Publisher: Springer International Publishing Publication: March 24, 2014
Imprint: Springer Language: English
Author: Agnieszka Lisowska
ISBN: 9783319050119
Publisher: Springer International Publishing
Publication: March 24, 2014
Imprint: Springer
Language: English

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.

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

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.

More books from Springer International Publishing

Cover of the book Tillich and the Abyss by Agnieszka Lisowska
Cover of the book The Discourse of Sensibility by Agnieszka Lisowska
Cover of the book Advances in Artificial Intelligence and Soft Computing by Agnieszka Lisowska
Cover of the book Anthocyanins and Human Health: Biomolecular and therapeutic aspects by Agnieszka Lisowska
Cover of the book Perspectives on Culture and Agent-based Simulations by Agnieszka Lisowska
Cover of the book The Cassini-Huygens Visit to Saturn by Agnieszka Lisowska
Cover of the book Elliptic and Parabolic Equations by Agnieszka Lisowska
Cover of the book Curriculum in International Contexts by Agnieszka Lisowska
Cover of the book Banks of the Future by Agnieszka Lisowska
Cover of the book Emotional Intelligence in Education by Agnieszka Lisowska
Cover of the book Current Perspectives on Asian Women in Leadership by Agnieszka Lisowska
Cover of the book Water Resource Management by Agnieszka Lisowska
Cover of the book Britannia 1066-1884 by Agnieszka Lisowska
Cover of the book Paradigms in Green Chemistry and Technology by Agnieszka Lisowska
Cover of the book Tourist Behavior by Agnieszka Lisowska
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy