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Autore: |
Ahmad Khalil
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Titolo: |
Wavelet Packets and Their Statistical Applications / / by Khalil Ahmad, Abdullah
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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 |