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Multidimensional Filter Banks and Multiscale Geometric Representations by Minh N. Do, Yue M. Lu (Paperback, 2012)

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Product Information

Thanks to the explosive growth of sensing devices and capabilities, multidimensional (MD) signals-such as images, videos, multispectral images, light fields, and biomedical data volumes-have become ubiquitous. Multidimensional filter banks and the associated constructions provide a unified framework and an efficient computational tool in the formation, representation, and processing of these multidimensional data sets. Multidimensional Filter Banks and Multiscale Geometric Representations provides a systematic development of the theory and constructions of multidimensional filter banks. It thoroughly reviews several tools that have been shown to be particularly effective in the design and analysis of multidimensional filter banks, including sampling lattices, multidimensional bases and frames, polyphase representations, Groebner bases, mapping methods, frequency domain constructions, ladder structures and lifting schemes. It then focuses on the construction of filter banks and signal representations that can capture directional and geometric features, which are unique and key properties of many multidimensional signals. Next, it studies the connection between iterated multidimensional filter banks in the discrete domain and the associated multiscale signal representations in the continuous domain through a directional multiresolution analysis framework. Finally, it shows several examples to demonstrate the power of multidimensional filter banks and geometric signal representations in applications. Starting from basic concepts such as multidimensional filtering and nonseparable sampling, this book presents a systematic overview of the common notation, key tools, and main results in the characterization and design of multidimensional filter banks. In doing so, this book can serve as a starting point and helpful guide for those readers who would like to further explore this exciting topic.

Product Identifiers

Publisher
Now Publishers INC International Concepts
ISBN-13
9781601985842
eBay Product ID (ePID)
138682555

Product Key Features

Author
Minh N. Do, Yue M. Lu
Publication Name
Multidimensional Filter Banks and Multiscale Geometric Representations
Format
Paperback
Language
English
Subject
Computer Science
Publication Year
2012
Type
Textbook
Number of Pages
124 Pages

Dimensions

Item Height
234mm
Item Width
156mm
Item Weight
186g

Additional Product Features

Title_Author
Yue M. Lu, Minh N. Do
Series Title
Foundations and Trends (R) in Signal Processing
Country/Region of Manufacture
United States

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Multidimensional Filter Banks and Multiscale Geometric Representations by Minh N. Do, Yue M. Lu (Paperback, 2012)

Best-selling in Adult Learning & University

Secrets Of Mental Math: The Mathemagician's Guide to Lightening Calculation and Amazing Maths Tricks by Arthur Benjamin, Michael Shermer (Paperback, 2006)

The Falsification of History: Our Distorted Reality by John Hamer (Paperback, 2013)

Code of Practice for In-service Inspection and Testing of Electrical Equipment by The Institution of Engineering and Technology (Paperback, 2020)

Cognitive Behavior Therapy: Basics and Beyond by Aaron T. Beck, Judith S. Beck (Hardcover, 2020)

Bee Manual: The complete step-by-step guide to keeping bees by Claire Waring (Hardcover, 2015)

Happy Odyssey by Adrian Carton de Wiart (Paperback, 2007)

Adult Children of Emotionally Immature Parents: How to Heal from Distant, Rejecting, or Self-Involved Parents by Lindsay C Gibson (Paperback, 2015)

Save on Adult Learning & University

Bee Manual - 9780857338099

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Poor Charlie's Almanack, Charles T. Munger, Hardb

The Book of Symbols. Reflections on Archetypal Images by Archive for Research in

Outside In: A Year of Growing & Displaying by Sean A. Pritchard Hardcover Book

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