Items related to An Introduction to Sparse Stochastic Processes
Synopsis
Providing a novel approach to sparsity, this comprehensive book presents the theory of stochastic processes that are ruled by linear stochastic differential equations, and that admit a parsimonious representation in a matched wavelet-like basis. Two key themes are the statistical property of infinite divisibility, which leads to two distinct types of behaviour - Gaussian and sparse - and the structural link between linear stochastic processes and spline functions, which is exploited to simplify the mathematical analysis. The core of the book is devoted to investigating sparse processes, including a complete description of their transform-domain statistics. The final part develops practical signal-processing algorithms that are based on these models, with special emphasis on biomedical image reconstruction. This is an ideal reference for graduate students and researchers with an interest in signal/image processing, compressed sensing, approximation theory, machine learning, or statistics.
"synopsis" may belong to another edition of this title.
Book Description
Providing a novel approach to sparsity, this comprehensive book presents the theory of stochastic processes that are ruled by linear stochastic differential equations, and sets out a general stochastic framework for developing efficient and practical nonlinear algorithms.
About the Author
Michael Unser is Professor and Director of EPFL's Biomedical Imaging Group, Switzerland. He is a member of the Swiss Academy of Engineering Sciences, a Fellow of EURASIP, and a Fellow of the IEEE.
Pouya D. Tafti is a data scientist currently residing in Germany, and a former member of the Biomedical Imaging Group at EPFL, where he conducted research on the theory and applications of probabilistic models for data.
"About this title" may belong to another edition of this title.
- PublisherCambridge University Press
- Publication date2014
- ISBN 10 1107058546
- ISBN 13 9781107058545
- BindingHardcover
- LanguageEnglish
- Edition number1
- Number of pages384
Search results for An Introduction to Sparse Stochastic Processes
Stock Image
An Introduction to Sparse Stochastic Processes
Published by
Cambridge University Press, 2014
ISBN 10: 1107058546
ISBN 13: 9781107058545
Used
Hardcover
Seller: AwesomeBooks, Wallingford, United Kingdom
Seller rating 5 out of 5 stars
Hardcover. Condition: Very Good. An Introduction to Sparse Stochastic Processes This book is in very good condition and will be shipped within 24 hours of ordering. The cover may have some limited signs of wear but the pages are clean, intact and the spine remains undamaged. This book has clearly been well maintained and looked after thus far. Money back guarantee if you are not satisfied. See all our books here, order more than 1 book and get discounted shipping. . Seller Inventory # 7719-9781107058545
Quantity: 1 available
Stock Image
An Introduction to Sparse Stochastic Processes
Published by
Cambridge University Press 21/08/2014, 2014
ISBN 10: 1107058546
ISBN 13: 9781107058545
Used
Hardcover
Seller: Bahamut Media, Reading, United Kingdom
Seller rating 5 out of 5 stars
Hardcover. Condition: Very Good. Shipped within 24 hours from our UK warehouse. Clean, undamaged book with no damage to pages and minimal wear to the cover. Spine still tight, in very good condition. Remember if you are not happy, you are covered by our 100% money back guarantee. Seller Inventory # 6545-9781107058545
Quantity: 1 available
Stock Image
An Introduction to Sparse Stochastic Processes
Published by
Cambridge University Press, 2014
ISBN 10: 1107058546
ISBN 13: 9781107058545
New
Hardcover
Seller: Romtrade Corp., STERLING HEIGHTS, MI, U.S.A.
Seller rating 5 out of 5 stars
Condition: New. This is a Brand-new US Edition. This Item may be shipped from US or any other country as we have multiple locations worldwide. Seller Inventory # ABTA-228699
Quantity: 1 available
Stock Image
An Introduction to Sparse Stochastic Processes
Published by
Cambridge University Press, 2014
ISBN 10: 1107058546
ISBN 13: 9781107058545
New
Hardcover
Seller: Romtrade Corp., STERLING HEIGHTS, MI, U.S.A.
Seller rating 5 out of 5 stars
Condition: New. This is a Brand-new US Edition. This Item may be shipped from US or any other country as we have multiple locations worldwide. Seller Inventory # ABTA-233008
Quantity: 1 available
Stock Image
Introduction to Sparse Stochastic Processes
Published by
Cambridge University Press, 2014
ISBN 10: 1107058546
ISBN 13: 9781107058545
New
Hardcover
Seller: Basi6 International, Irving, TX, U.S.A.
Seller rating 5 out of 5 stars
Condition: Brand New. New. US edition. Expediting shipping for all USA and Europe orders excluding PO Box. Excellent Customer Service. Seller Inventory # ABEJUNE24-149241
Quantity: 2 available
Stock Image
An Introduction to Sparse Stochastic Processes
Published by
Cambridge University Press, 2014
ISBN 10: 1107058546
ISBN 13: 9781107058545
New
Hardcover
Seller: Basi6 International, Irving, TX, U.S.A.
Seller rating 5 out of 5 stars
Condition: Brand New. New. US edition. Expediting shipping for all USA and Europe orders excluding PO Box. Excellent Customer Service. Seller Inventory # ABEJUNE24-149242
Quantity: 1 available
Stock Image
An Introduction To Sparse Stochastic Processes
Published by
Cambridge University Press, 2014
ISBN 10: 1107058546
ISBN 13: 9781107058545
New
Hardcover
Seller: Romtrade Corp., STERLING HEIGHTS, MI, U.S.A.
Seller rating 5 out of 5 stars
Condition: New. This is a Brand-new US Edition. This Item may be shipped from US or any other country as we have multiple locations worldwide. Seller Inventory # ABTA-398293
Quantity: 1 available
Stock Image
AN INTRODUCTION TO SPARSE STOCHASTIC PROCESSES
Published by
Cambridge University Press, 2014
ISBN 10: 1107058546
ISBN 13: 9781107058545
New
Hardcover
Seller: Basi6 International, Irving, TX, U.S.A.
Seller rating 5 out of 5 stars
Condition: Brand New. New. US edition. Expediting shipping for all USA and Europe orders excluding PO Box. Excellent Customer Service. Seller Inventory # ABEJUNE24-149243
Quantity: 1 available
Stock Image
An Introduction to Sparse Stochastic Processes
Published by
Cambridge University Press CUP, 2014
ISBN 10: 1107058546
ISBN 13: 9781107058545
New
Hardcover
Seller: Books Puddle, New York, NY, U.S.A.
Seller rating 4 out of 5 stars
Condition: New. pp. 400. Seller Inventory # 2697808215
Quantity: 1 available
Stock Image
An Introduction to Sparse Stochastic Processes
Published by
Cambridge University Press, 2014
ISBN 10: 1107058546
ISBN 13: 9781107058545
New
Hardcover
Seller: PBShop.store US, Wood Dale, IL, U.S.A.
Seller rating 5 out of 5 stars
HRD. Condition: New. New Book. Shipped from UK. Established seller since 2000. Seller Inventory # FM-9781107058545
Quantity: 2 available