EAN: 9783319223025

Produktdaten aktualisiert am: 13.03.2025
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This book presents various contributions of splines to signal and image processing from a unified perspective that is based on the Zak transform (ZT). It expands the methodology from periodic splines which were presented in the first volume to non-periodic splines. Together these books provide a universal toolbox accompanied by MATLAB software for manipulating polynomial and discrete splines spline-based wavelets wavelet packets and wavelet frames for signal image processing applications. In this volume we see that the ZT provides an integral representation of discrete and polynomial splines which to some extent is similar to Fourier integral. The authors explore elements of spline theory and design and consider different types of polynomial and discrete splines. They describe applications of spline-based wavelets to data compression. These splines are useful for real-time signal processing and in particular real-time wavelet and frame transforms. Further topics addressed in this volume include: global splines such as interpolating self-dual and smoothing whose supports are infinite the compactly supported quasi-interpolating and smoothing splines including quasi-interpolating splines on non-uniform grids and cubic Hermite splines as a source for the design of multiwavelets and multiwavelet frames. Readers from various disciplines including engineering computer science and mathematical information technology will find the descriptions of algorithms applications and software in this book especially useful.

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