A noiselet is a mathematical function that is primarily used in the fields of signal processing and data analysis. It can be thought of as a wavelet, but specifically designed to optimally represent signals that are corrupted by noise. The noiselet concept was introduced to help in the analysis and processing of noisy data, where traditional wavelets might fall short. Noiselets have properties that make them particularly effective for denoising signals and images.
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