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Last updated:

September 23, 2022

Duration:

Unlimited Duration

FREE

This course includes:

Unlimited Duration

Badge on Completion

Certificate of completion

Unlimited Duration

Description

Wavelets are localized basis functions, good for representing short-time events. The coefficients at each scale are filtered and subsampled to give coefficients at the next scale

This is Mallat’s pyramid algorithm for multiresolution, connecting wavelets to filter banks. Wavelets and multiscale algorithms for compression and signal/image processing are developed. Subject is project-based for engineering and scientific applications.

Course Curriculum

  • Discrete-time Filters Unlimited
  • Sampling Rate Change Operations Unlimited
  • Filter Banks Unlimited
  • Filter Banks (contd.) Unlimited
  • Modulation and Polyphase Representations Unlimited
  • MATLAB® Wavelet Toolbox Unlimited
  • Orthogonal Filter Banks Unlimited
  • Maxflat Filters Unlimited
  • Multiresolution Analysis (MRA) Unlimited
  • Refinement Equation Unlimited
  • Orthogonal Wavelet Bases Unlimited
  • Mallat Pyramid Algorithm Sec Unlimited
  • Accuracy of Wavelet Approximations (Condition A) Unlimited
  • Smoothness of Wavelet Bases Unlimited
  • Signal and Image Processing Unlimited
  • Lifting: Ladder Structure for Filter Banks Unlimited
  • Wavelets and Subdivision Unlimited
  • Wavelets and Subdivision (contd.) Unlimited
  • Numerical Solution of PDEs Unlimited
  • M-band Wavelets Unlimited

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Massachusetts Institute of Technology
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