Wavelet Packets and Their Statistical Applications / / by Khalil Ahmad, Abdullah
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| Autore: |
Ahmad Khalil
|
| Titolo: |
Wavelet Packets and Their Statistical Applications / / by Khalil Ahmad, Abdullah
|
| Pubblicazione: | Singapore : , : Springer Singapore : , : Imprint : Springer, , 2018 |
| Edizione: | 1st ed. 2018. |
| Descrizione fisica: | 1 online resource (XVII, 238 p. 70 illus., 36 illus. in color.) |
| Disciplina: | 515.7 |
| Soggetto topico: | Functional analysis |
| Numerical analysis | |
| Applied mathematics | |
| Engineering mathematics | |
| Statistics | |
| Signal processing | |
| Image processing | |
| Speech processing systems | |
| Functional Analysis | |
| Numerical Analysis | |
| Applications of Mathematics | |
| Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences | |
| Signal, Image and Speech Processing | |
| Persona (resp. second.): | Abdullah |
| Nota di contenuto: | 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. |
| Sommario/riassunto: | 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. |
| Titolo autorizzato: | Wavelet Packets and Their Statistical Applications |
| ISBN: | 981-13-0268-5 |
| 978-981-13-0268-8 | |
| Formato: | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione: | Inglese |
| Record Nr.: | 9910300106703321 |
| Lo trovi qui: | Univ. Federico II |
| Opac: | Controlla la disponibilità qui |
Serie:
Forum for Interdisciplinary Mathematics, . 2364-6748