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Spline and Spline Wavelet Methods with Applications to Signal and Image Processing

✍ Scribed by Amir Z. Averbuch, Pekka Neittaanmäki, Valery A. Zheludev

Publisher
Springer International Publishing
Year
2019
Tongue
English
Leaves
302
Edition
1st ed.
Category
Library
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✦ Synopsis

This book provides a practical guide, complete with accompanying Matlab software, to many different types of polynomial and discrete splines and spline-based wavelets, multiwavelets and wavelet frames in signal and image processing applications.

In self-contained form, it briefly outlines a broad range of polynomial and discrete splines with equidistant nodes and their signal-processing-relevant properties. In particular, interpolating, smoothing, and shift-orthogonal splines are presented.





✦ Table of Contents

Front Matter ....Pages i-xxiv
Introduction: Periodic Signals and Filters (Amir Z. Averbuch, Pekka Neittaanmäki, Valery A. Zheludev)....Pages 1-10
Periodic Polynomial Splines (Amir Z. Averbuch, Pekka Neittaanmäki, Valery A. Zheludev)....Pages 11-20
Periodic Discrete and Discrete-Time Splines (Amir Z. Averbuch, Pekka Neittaanmäki, Valery A. Zheludev)....Pages 21-40
Periodic Orthogonal Wavelets and Wavelet Packets (Amir Z. Averbuch, Pekka Neittaanmäki, Valery A. Zheludev)....Pages 41-72
Two-Dimensional Orthogonal Wavelets and Wavelet Packets (Amir Z. Averbuch, Pekka Neittaanmäki, Valery A. Zheludev)....Pages 73-82
Local Splines on Non-uniform Grid (Amir Z. Averbuch, Pekka Neittaanmäki, Valery A. Zheludev)....Pages 83-113
Spline-Based Wavelet Transforms (Amir Z. Averbuch, Pekka Neittaanmäki, Valery A. Zheludev)....Pages 115-132
Biorthogonal Wavelet Transforms Originating from Discrete and Discrete-Time Splines (Amir Z. Averbuch, Pekka Neittaanmäki, Valery A. Zheludev)....Pages 133-147
Wavelet Frames Generated by Spline-Based p-Filter Banks (Amir Z. Averbuch, Pekka Neittaanmäki, Valery A. Zheludev)....Pages 149-175
Snapshot Spectral Imaging (Amir Z. Averbuch, Pekka Neittaanmäki, Valery A. Zheludev)....Pages 177-196
Delineation of Malignant Skin Tumors by Hyperspectral Imaging (Amir Z. Averbuch, Pekka Neittaanmäki, Valery A. Zheludev)....Pages 197-218
Acoustic Detection of Moving Vehicles (Amir Z. Averbuch, Pekka Neittaanmäki, Valery A. Zheludev)....Pages 219-239
Detection of Incipient Bearing Fault in a Slowly Rotating Machine Using Spline Wavelet Packets (Amir Z. Averbuch, Pekka Neittaanmäki, Valery A. Zheludev)....Pages 241-262
Back Matter ....Pages 263-287

✦ Subjects

Engineering; Signal, Image and Speech Processing; Computer Imaging, Vision, Pattern Recognition and Graphics; Engineering Design; Algorithms

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