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Spline and Spline Wavelet Methods with Applications to Signal and Image Processing Volume III: Selected Topics

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 ra...

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Bibliographic Details
Main Authors: Averbuch, Amir Z., Neittaanmäki, Pekka (Author), Zheludev, Valery A. (Author)
Format: eBook
Language:English
Published: Cham Springer International Publishing 2019, 2019
Edition:1st ed. 2019
Subjects:
Image Processing / Digital Techniques
Computer Vision
Engineering Design
Algorithms
Computer Imaging, Vision, Pattern Recognition And Graphics
Signal, Speech And Image Processing
Signal Processing
Online Access:
Collection: Springer eBooks 2005- - Collection details see MPG.ReNa
Table of Contents:
  • Chapter 1. Introduction: Periodic Signals and Filters
  • Chapter 2. Periodic Polynomial Splines
  • Chapter 3. Periodic Discrete and Discrete-time Splines
  • Chapter 4. Periodic Orthogonal Wavelets and Wavelet Packets
  • Chapter 5. Two-dimensional Orthogonal Wavelets and Wavelet Packets
  • Chapter 6. Local Splines on Non-uniform Grid
  • Chapter 7. Spline-based Wavelet Transforms
  • Chapter 8. Biorthogonal Wavelet Transforms Originating from Discrete and Discrete-time Splines
  • Chapter 9. Wavelet Frames Generated by Spline-based p-filter Banks
  • Chapter 10. Snapshot Spectral Imaging
  • Chapter 11. Delineation of Malignant Skin Tumors by Hyperspectral Imaging
  • Chapter 12. Acoustic Detection of Moving Vehicles
  • Chapter 13. Detection of Incipient Bearing Fault in a Slowly Rotating Machine Using Spline Wavelet Packets

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