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 Knots and Primes by
Cover of the book Finite Element Method in Machining Processes by
Cover of the book Recycled Aggregate in Concrete by
Cover of the book Affine Maps, Euclidean Motions and Quadrics by
Cover of the book A Practical Guide to Human Cancer Genetics by
Cover of the book Modern Hip Resurfacing by
Cover of the book The Synthesis of Three Dimensional Haptic Textures: Geometry, Control, and Psychophysics by
Cover of the book Simulation-Based Algorithms for Markov Decision Processes by
Cover of the book Robotics in Genitourinary Surgery by
Cover of the book Stereotactic Body Radiotherapy by
Cover of the book Pervasive Mobile and Ambient Wireless Communications by
Cover of the book Atlas of Heart Anatomy and Development by
Cover of the book Osteoporosis in Clinical Practice by
Cover of the book Preventive Dermatology by
Cover of the book Monotone Complete C*-algebras and Generic Dynamics 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