Download An Introduction to Sparse Stochastic Processes by Michael Unser,Pouya D. Tafti PDF

By Michael Unser,Pouya D. Tafti

delivering a unique method of sparse stochastic tactics, this entire booklet provides the idea of stochastic approaches which are governed by means of stochastic differential equations, and that admit a parsimonious illustration in a matched wavelet-like foundation. key issues are the statistical estate of countless divisibility, which results in specific varieties of behaviour - Gaussian and sparse - and the structural hyperlink among linear stochastic strategies and spline services, that is exploited to simplify the mathematical research. The center of the e-book is dedicated to investigating sparse methods, together with an entire description in their transform-domain information. the ultimate half develops useful signal-processing algorithms which are in keeping with those types, with unique emphasis on biomedical photograph reconstruction. this is often a fantastic reference for graduate scholars and researchers with an curiosity in signal/image processing, compressed sensing, approximation conception, computer studying, or statistics.

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