Analyze and synthesize signals and images using wavelets

Wavelet Toolbox™ provides functions and apps for analyzing and synthesizing signals, images, and data that exhibit regular behavior punctuated with abrupt changes. The toolbox includes algorithms for the continuous wavelet transform (CWT), scalograms, and wavelet coherence. It also provides algorithms and visualizations for discrete wavelet analysis, including decimated, nondecimated, dual-tree, and wavelet packet transforms. In addition, you can extend the toolbox algorithms with custom wavelets.

The toolbox lets you analyze how the frequency content of signals changes over time and reveals time-varying patterns common in multiple signals. You can perform multiresolution analysis to extract fine-scale or large-scale features, identify discontinuities, and detect change points or events that are not visible in the raw data. You can also use Wavelet Toolbox to efficiently compress data while maintaining perceptual quality and to denoise signals and images while retaining features that are often smoothed out by other techniques.


Capabilities

Continuous Wavelet Analysis

Compute the continuous wavelet transform (CWT) of signals and images.

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Discrete Wavelet Analysis

Analyze signals and images into progressively finer octave bands using decimated (downsampled) and nondecimated wavelet transforms.

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Denoising and Compression

Retain features in your data that are often removed or smoothed out by other denoising techniques.

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Filter Banks

Use the most common orthogonal and biorthogonal wavelet filters.

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Product Resources

Discover more about Wavelet Toolbox by exploring these resources.

Documentation

Explore documentation for Wavelet Toolbox functions and features, including release notes and examples.

Functions

Browse the list of available Wavelet Toolbox functions.

System Requirements

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Technical Articles

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User Stories

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Community and Support

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Apps

Wavelet Toolbox apps enable you to quickly access common tasks through an interactive interface.


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Have Questions?

Kirthi

Contact Kirthi Devleker,
Wavelet Toolbox Technical Expert

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Wavelet Toolbox requires MATLAB.


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