A mathematical theory of chainlets is presented as an infinite series of simple domains such as squares, triangles or molecular points. Chainlets are shown to be able to represent both smooth and nonsmooth pictures and serve as domains of integration, providing an extension of wavelet theory and Fourier analysis useful for data compression, signal processing among other applications.
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