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Noise Reduction by Wavelet Thresholding by Maarten Jansen (English) Paperback Bo
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Item specifics
- Condition
- ISBN-13
- 9780387952444
- Book Title
- Noise Reduction by Wavelet Thresholding
- ISBN
- 9780387952444
- Series
- Lecture Notes in Statistics Ser.
- Publication Year
- 2001
- Type
- Textbook
- Format
- Trade Paperback
- Language
- English
- Publication Name
- Noise Reduction by Wavelet Thresholding
- Item Length
- 9.8in
- Publisher
- Springer New York
- Item Width
- 6.1in
- Item Weight
- 25 Oz
- Number of Pages
- Xxi, 196 Pages
About this product
Product Information
Wavelet methods have become a widely spread tool in signal and image process ing tasks. This book deals with statistical applications, especially wavelet based smoothing. The methods described in this text are examples of non-linear and non parametric curve fitting. The book aims to contribute to the field both among statis ticians and in the application oriented world (including but not limited to signals and images). Although it also contains extensive analyses of some existing methods, it has no intention whatsoever to be a complete overview of the field: the text would show too much bias towards my own algorithms. I rather present new material and own insights in the questions involved with wavelet based noise reduction. On the other hand, the presented material does cover a whole range of methodologies, and in that sense, the book may serve as an introduction into the domain of wavelet smoothing. Throughout the text, three main properties show up ever again: sparsity, locality and multiresolution. Nearly all wavelet based methods exploit at least one of these properties in some or the other way. These notes present research results of the Belgian Programme on Interuniver sity Poles of Attraction, initiated by the Belgian State, Prime Minister's Office for Science, Technology and Culture. The scientific responsibility rests with me. My research was financed by a grant (1995 - 1999) from the Flemish Institute for the Promotion of Scientific and Technological Research in the Industry (IWT).
Product Identifiers
Publisher
Springer New York
ISBN-10
0387952446
ISBN-13
9780387952444
eBay Product ID (ePID)
1883169
Product Key Features
Publication Name
Noise Reduction by Wavelet Thresholding
Format
Trade Paperback
Language
English
Series
Lecture Notes in Statistics Ser.
Publication Year
2001
Type
Textbook
Number of Pages
Xxi, 196 Pages
Dimensions
Item Length
9.8in
Item Width
6.1in
Item Weight
25 Oz
Additional Product Features
Series Volume Number
161
Number of Volumes
1 Vol.
Lc Classification Number
Ta329-348
Table of Content
1. Introduction and overview.- 2. Wavelets and wavelet thresholding.- 3. The minimum mean squared error threshold.- 4. Estimating the minimum MSE threshold.- 5. Thresholding and GCV applicability in more realistic situations.- 6. Bayesian correction with geometrical priors for image noise reduction.- 7. Smoothing non-equidistantly spaced data using second generation wavelets and thresholding.
Copyright Date
2001
Topic
Engineering (General), Signals & Signal Processing, Mechanical, Applied, Electronics / General, Mathematical Analysis
Lccn
00-069241
Dewey Decimal
621.382/2
Intended Audience
Scholarly & Professional
Dewey Edition
21
Illustrated
Yes
Genre
Technology & Engineering, Mathematics
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Premier Books LLC
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eBay item number:386714678639
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