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

Volume III: Selected Topics

  • Covers important practical applications for signal/image processing
  • Provides state-of-the-art mathematical tools
  • Presents various methods and Matlab codes, supported by accompanying software

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Table of contents (13 chapters)

  1. Front Matter

    Pages i-xxiv
  2. Introduction: Periodic Signals and Filters

    • Amir Z. Averbuch, Pekka Neittaanmäki, Valery A. Zheludev
    Pages 1-10
  3. Periodic Polynomial Splines

    • Amir Z. Averbuch, Pekka Neittaanmäki, Valery A. Zheludev
    Pages 11-20
  4. Periodic Discrete and Discrete-Time Splines

    • Amir Z. Averbuch, Pekka Neittaanmäki, Valery A. Zheludev
    Pages 21-40
  5. Periodic Orthogonal Wavelets and Wavelet Packets

    • Amir Z. Averbuch, Pekka Neittaanmäki, Valery A. Zheludev
    Pages 41-72
  6. Two-Dimensional Orthogonal Wavelets and Wavelet Packets

    • Amir Z. Averbuch, Pekka Neittaanmäki, Valery A. Zheludev
    Pages 73-82
  7. Local Splines on Non-uniform Grid

    • Amir Z. Averbuch, Pekka Neittaanmäki, Valery A. Zheludev
    Pages 83-113
  8. Spline-Based Wavelet Transforms

    • Amir Z. Averbuch, Pekka Neittaanmäki, Valery A. Zheludev
    Pages 115-132
  9. Biorthogonal Wavelet Transforms Originating from Discrete and Discrete-Time Splines

    • Amir Z. Averbuch, Pekka Neittaanmäki, Valery A. Zheludev
    Pages 133-147
  10. Wavelet Frames Generated by Spline-Based p-Filter Banks

    • Amir Z. Averbuch, Pekka Neittaanmäki, Valery A. Zheludev
    Pages 149-175
  11. Snapshot Spectral Imaging

    • Amir Z. Averbuch, Pekka Neittaanmäki, Valery A. Zheludev
    Pages 177-196
  12. Delineation of Malignant Skin Tumors by Hyperspectral Imaging

    • Amir Z. Averbuch, Pekka Neittaanmäki, Valery A. Zheludev
    Pages 197-218
  13. Acoustic Detection of Moving Vehicles

    • Amir Z. Averbuch, Pekka Neittaanmäki, Valery A. Zheludev
    Pages 219-239
  14. 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
  15. Back Matter

    Pages 263-287

About this book

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.  






Reviews

“This book is well-written and contains numerous examples and figures. It is very convenient for broad readership of students and researchers in applied mathematics, computer science, physics, and engineering. Doubtless, these volumes will stimulate the applications of spline-based wavelet methods.” (Manfred Tasche, zbMATH 1398.65004, 2018)​

Authors and Affiliations

  • School of Computer Science, Tel Aviv University , Tel Aviv, Israel

    Amir Z. Averbuch

  • Information Technology, University of Jyväskylä, Jyväskylä, Finland

    Pekka Neittaanmäki

  • School of Computer Science, Tel Aviv University, Tel Aviv, Israel

    Valery A. Zheludev

Bibliographic Information

  • Book Title: Spline and Spline Wavelet Methods with Applications to Signal and Image Processing

  • Book Subtitle: Volume III: Selected Topics

  • Authors: Amir Z. Averbuch, Pekka Neittaanmäki, Valery A. Zheludev

  • DOI: https://doi.org/10.1007/978-3-319-92123-5

  • Publisher: Springer Cham

  • eBook Packages: Engineering, Engineering (R0)

  • Copyright Information: Springer International Publishing AG, part of Springer Nature 2019

  • Hardcover ISBN: 978-3-319-92122-8Published: 09 July 2018

  • Softcover ISBN: 978-3-030-06367-2Published: 04 January 2019

  • eBook ISBN: 978-3-319-92123-5Published: 19 June 2018

  • Edition Number: 1

  • Number of Pages: XXIV, 287

  • Number of Illustrations: 40 b/w illustrations, 91 illustrations in colour

  • Topics: Signal, Image and Speech Processing, Computer Imaging, Vision, Pattern Recognition and Graphics, Engineering Design, Algorithms

Buy it now

Buying options

eBook USD 84.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 109.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book USD 109.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access