Wavelet Packets and Their Statistical Applications. 1st ed. 2018
- 種類:
- 電子ブック
- 責任表示:
- by Khalil Ahmad, Abdullah
- 出版情報:
- Singapore : Springer Nature Singapore : Imprint: Springer, 2018
- 著者名:
- シリーズ名:
- Forum for Interdisciplinary Mathematics ;
- ISBN:
- 9789811302688 [9811302685]
- 注記:
- Chapter 1. Preliminaries -- Chapter 2. Wavelet Packets -- Chapter 3. Convergence of Wavelet Packet Series -- Chapter 4. Function Spaces and Wavelet Packets -- Chapter 5. Applications in Signal Processing -- Chapter 6. Applications in Image Processing.
This book presents the basic concepts of functional analysis, wavelet analysis and thresholding. It begins with an elementary chapter on preliminaries such as basic concepts of functional analysis, a brief tour of the wavelet transform, Haar scaling functions and function space, wavelets, symlets wavelets and coiflets wavelets. In turn, Chapters 2 and 3 address the construction of wavelet packets, selected results on wavelet packets, band-limited wavelet packets, characterisations of wavelet packets, multiresolution analysis (MRA) wavelet packets, pointwise convergence, the convergence of wavelet packet series and convolution bounds. Chapter 4 discusses characterisations of function spaces like Lebesgue spaces, Hardy spaces and Sobolev spaces in terms of wavelet packets, while Chapter 5 is devoted to applications of wavelets and wavelet packets in speech denoising and biomedical signals. In closing, Chapter 6 highlights applications of wavelets and wavelet packets in image denoising. - ローカル注記:
- 学内専用E-BOOKS (local access only)
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Springer Nature Singapore : Imprint: Springer |
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Springer International Publishing : Imprint: Birkhäuser |
Springer Berlin Heidelberg : Imprint: Springer |
Birkhäuser Verlag |
Springer Berlin Heidelberg : Imprint: Springer |
Springer Nature Singapore : Imprint: Springer |
Birkhäuser Boston : Imprint: Birkhäuser |
Springer Singapore : Imprint: Springer |
Springer Berlin Heidelberg : Imprint: Springer |
Springer International Publishing : Imprint: Birkhäuser |
Springer International Publishing : Imprint: Birkhäuser |