waveletrelated
Wavelet-related refers to a broad category of mathematical techniques, algorithms, and applications centered around wavelet transforms, a family of signal processing methods that analyze data at different scales or resolutions. Wavelets are mathematical functions that partition data into different frequency components and then study each component with a resolution matched to its scale. This approach contrasts with traditional Fourier analysis, which decomposes signals into fixed-frequency sine and cosine waves without regard to scale.
Wavelet transforms are widely used in signal and image processing due to their ability to provide both
Applications of wavelet-related methods span numerous fields. In image compression, wavelets enable efficient data reduction by
The versatility of wavelet-related techniques stems from their ability to balance time and frequency resolution dynamically.