| Edition |
2nd ed. |
| Description |
1 online resource (xxiv, 637 pages) : illustrations |
|
text txt rdacontent |
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computer c rdamedia |
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online resource cr rdacarrier |
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text file rdaft http://rdaregistry.info/termList/fileType/1002. |
| Summary |
This book is intended to serve as an invaluable reference for anyone concerned with the application of wavelets to signal processing. It has evolved from material used to teach "wavelet signal processing" courses in electrical engineering departments at Massachusetts Institute of Technology and Tel Aviv University, as well as applied mathematics departments at the Courant Institute of New York University and École Polytechnique in Paris. Key Features * Provides a broad perspective on the principles and applications of transient signal processing with wavelets * Emphasizes intuitive understanding, while providing the mathematical foundations and description of fast algorithms * Numerous examples of real applications to noise removal, deconvolution, audio and image compression, singularity and edge detection, multifractal analysis, and time-varying frequency measurements * Algorithms and numerical examples are implemented in Wavelab, which is a Matlab toolbox freely available over the Internet * Content is accessible on several level of complexity, depending on the individual reader's needs New to the Second Edition * Optical flow calculation and video compression algorithms * Image models with bounded variation functions * Bayes and Minimax theories for signal estimation * 200 pages rewritten and most illustrations redrawn * More problems and topics for a graduate course in wavelet signal processing, in engineering and applied mathematics |
| Contents |
Introduction to a Transient World. Fourier Kingdom. Discrete Revolution. Time Meets Frequency. Frames. Wavelet Zoom. Wavelet Bases. Wavelet Packet and Local Cosine Bases. An Approximation Tour. Estimations are Approximations. Transform Coding. Appendix A: Mathematical Complements. Appendix B: Software Toolboxes. |
| Bibliography |
Includes bibliographical references (pages 612-628) and index. |
| Contents |
Introduction to a transient world -- Fourier kingdom -- Discrete revolution -- Time meets frequency -- Frames -- Wavelet zoom -- Wavelet bases -- Wavelet packet and local cosine bases -- An approximation tour -- Estimations are approximations -- Transform coding -- Mathematical complements -- Software toolboxes. |
| Note |
Print version record. |
| Language |
English. |
| Subject |
Signal processing -- Mathematics.
|
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Wavelets (Mathematics)
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Traitement du signal -- Mathématiques.
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Ondelettes.
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COMPUTERS -- Information Theory.
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TECHNOLOGY & ENGINEERING -- Signals & Signal Processing.
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Signal processing -- Mathematics
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Wavelets (Mathematics)
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Signaalverwerking.
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Wavelets.
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Fourier-analyse.
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| Genre/Form |
dissertations.
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Academic theses
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Academic theses.
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Thèses et écrits académiques.
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| Other Form: |
Print version: Mallat, S.G. (Stéphane G.). Wavelet tour of signal processing. 2nd ed. San Diego : Academic Press, 1999 012466606X 9780124666061 (DLC) 99065087 (OCoLC)42214735 |
| ISBN |
9780124666061 |
|
012466606X |
|
9780080520834 (electronic bk.) |
|
0080520839 (electronic bk.) |
|
1281070815 |
|
9781281070814 |
|
9786611070816 |
|
6611070818 |
| Standard No. |
(WaSeSS)ssj0000269438 |
|
AU@ 000050348233 |
|
AU@ 000051560193 |
|
AU@ 000059268323 |
|
CHNEW 001006448 |
|
DEBBG BV022716210 |
|
DEBBG BV039830970 |
|
DEBBG BV040903329 |
|
DEBBG BV042315831 |
|
DEBBG BV043044324 |
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DEBSZ 367754673 |
|
DEBSZ 378276352 |
|
DEBSZ 381393917 |
|
DEBSZ 422164070 |
|
DEBSZ 493063897 |
|
GBVCP 785364994 |
|
NZ1 10534046 |
|
NZ1 12434985 |
|
NZ1 14540501 |
|
NZ1 15830282 |
|
