Spline and Spline Wavelet Methods with Applications to Signal and Image Processing Volume I: Periodic Splines /

• Κύριοι συγγραφείς: Averbuch, Amir Z. (Συγγραφέας), Neittaanmaki, Pekka (Συγγραφέας), Zheludev, Valery A. (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Dordrecht : Springer Netherlands : Imprint: Springer, 2014.
• Θέματα: Engineering.; Computer graphics.; Computer mathematics.; Signal, Image and Speech Processing.; Computer Imaging, Vision, Pattern Recognition and Graphics.; Computational Mathematics and Numerical Analysis.

This volume provides universal methodologies accompanied by Matlab software to manipulate numerous signal and image processing applications. It is done with discrete and polynomial periodic splines. Various contributions of splines to signal and image processing from a unified perspective are presen...

Πίνακας περιεχομένων:

• 1 Introduction: Signals and transforms
• 2 Introduction: Periodic filters and filter banks
• 3 Mixed circular convolutions and Zak transforms
• 4 Periodic polynomial splines
• 5 Polynomial smoothing splines
• 6 Calculation of splines values by subdivision
• 7 Spline algorithms for deconvolution and inversion of heat equation
• 8 Periodic spline wavelets and wavelet packets
• 9 Discrete-time periodic wavelet packets
• 10 Deconvolution by regularized matching pursuit
• 11 Block-based inversion of the heat equations
• 12 Hydro-acoustic target detection
• 13 Periodic discrete splines
• 14 Discrete periodic spline wavelets and wavelet Packets
• 15 Biorthogonal wavelet transforms
• 16 Biorthogonal wavelet transforms originating from splines
• 17 Wavelet frames generated by spline based p-filter banks
• 18 Application of periodic frames to image restoration
• Appendix: Guide to SplineSoftP
• Glossary
• Index.