Mathematical Methods for Signal and Image Analysis and Representation

Nonfiction, Science & Nature, Mathematics, Applied, Computers, Application Software, Computer Graphics
Cover of the book Mathematical Methods for Signal and Image Analysis and Representation by , Springer London
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: ISBN: 9781447123538
Publisher: Springer London Publication: January 12, 2012
Imprint: Springer Language: English
Author:
ISBN: 9781447123538
Publisher: Springer London
Publication: January 12, 2012
Imprint: Springer
Language: English

Mathematical Methods for Signal and Image Analysis and Representation presents the mathematical methodology for generic image analysis tasks. In the context of this book an image may be any m-dimensional empirical signal living on an n-dimensional smooth manifold (typically, but not necessarily, a subset of spacetime). The existing literature on image methodology is rather scattered and often limited to either a deterministic or a statistical point of view. In contrast, this book brings together these seemingly different points of view in order to stress their conceptual relations and formal analogies.

Furthermore, it does not focus on specific applications, although some are detailed for the sake of illustration, but on the methodological frameworks on which such applications are built, making it an ideal companion for those seeking a rigorous methodological basis for specific algorithms as well as for those interested in the fundamental methodology per se.

Covering many topics at the forefront of current research, including anisotropic diffusion filtering of tensor fields, this book will be of particular interest to graduate and postgraduate students and researchers in the fields of computer vision, medical imaging and visual perception.

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

Mathematical Methods for Signal and Image Analysis and Representation presents the mathematical methodology for generic image analysis tasks. In the context of this book an image may be any m-dimensional empirical signal living on an n-dimensional smooth manifold (typically, but not necessarily, a subset of spacetime). The existing literature on image methodology is rather scattered and often limited to either a deterministic or a statistical point of view. In contrast, this book brings together these seemingly different points of view in order to stress their conceptual relations and formal analogies.

Furthermore, it does not focus on specific applications, although some are detailed for the sake of illustration, but on the methodological frameworks on which such applications are built, making it an ideal companion for those seeking a rigorous methodological basis for specific algorithms as well as for those interested in the fundamental methodology per se.

Covering many topics at the forefront of current research, including anisotropic diffusion filtering of tensor fields, this book will be of particular interest to graduate and postgraduate students and researchers in the fields of computer vision, medical imaging and visual perception.

More books from Springer London

Cover of the book Informatics and Management Science VI by
Cover of the book Advanced Control of Wheeled Inverted Pendulum Systems by
Cover of the book Nearly Zero Energy Building Refurbishment by
Cover of the book Bioinformatics by
Cover of the book Multimodal Interactive Pattern Recognition and Applications by
Cover of the book Foundations and Methods in Combinatorial and Statistical Data Analysis and Clustering by
Cover of the book Organic Solar Cells by
Cover of the book Membrane Reactors for Hydrogen Production Processes by
Cover of the book Decommissioning Offshore Structures by
Cover of the book Applications of Finite Element Methods for Reliability Studies on ULSI Interconnections by
Cover of the book Mobile Context Awareness by
Cover of the book The Handbook of Graphene Electrochemistry by
Cover of the book An Introduction to Object Recognition by
Cover of the book Dementia in Clinical Practice: A Neurological Perspective by
Cover of the book Interactive Media: The Semiotics of Embodied Interaction by
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