Shearlets are a mathematical tool used for multi-dimensional signal processing and image analysis. They can be thought of as a generalization of wavelets, which are primarily one-dimensional, to higher dimensions. Shearlets are particularly useful for representing and analyzing anisotropic (directionally sensitive) features in data, such as edges in images, making them valuable in applications like image processing, computer vision, and data compression.
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