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This page contains resources about Wavelets, Wavelet Theory and Wavelet Transform.

Subfield and ConceptsEdit

  • Discrete wavelets
    • Haar wavelet
  • Continuous wavelets
    • Spline wavelet
  • Complex-valued wavelets
    • Gabor wavelet
  • Extensions
    • Curvelet
    • Ridgelet

Online CoursesEdit

Video LecturesEdit


Lecture NotesEdit

Books and Book ChaptersEdit

  • Vetterli, M., Kovacevic, J., & Goyal, V. K. (2014). Foundations of Signal Processing: Fourier and Wavelet Signal Processing. Cambridge University Press.
  • Mallat, S. (2008). A Wavelet Tour of Signal Processing: The Sparse Way. Academic Press.
  • Boggess, A., & Narcowich, F. J. (2009). A First Course in Wavelets with Fourier Analysis. John Wiley & Sons.
  • Strang, G., & Nguyen, T. (1998). Wavelets and Filter Banks. Wellesley-Cambridge Press.
  • Byrnes, J. S., Byrnes, J. L., Hargreaves, K. A., & Berry, K. (1994). Wavelets and their Applications. Springer.

Scholarly ArticlesEdit

See also References.

  • Vetterli, M., Kovacevic, J., & Goyal, V. K. (2009). The World of Fourier and Wavelets: Theory, Algorithms and Applications. Class notes for ECE 544.
  • Hazewinkel, M. (2001). Wavelet Analysis. Encyclopedia of Mathematics. Springer.
  • Weiss, G., & Wilson, E. N. (2001). The Mathematical Theory of Wavelets (pp. 329-366). Springer.
  • Vetterli, M., & Kovačević, J. (1995). Wavelets and Subband Coding (Vol. 152). Prentice Hall.
  • Strang, G. (1994). Wavelets. American Scientist, 250-255.
  • Daubechies, I. (1992). Ten Lectures on Wavelets (Vol. 61, pp. 198-202). SIAM.

TutorialsEdit

SoftwareEdit

Other ResourcesEdit