Wavelet packets are an extension of traditional wavelet transforms that provide a more flexible way to analyze signals by allowing decomposition into multiple frequency bands. This technique enhances the ability to represent and reconstruct signals by utilizing various wavelet functions, making it particularly useful in applications such as image processing and compression where preserving detail while reducing data size is crucial.
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