Gaussian and Sparse Processes Are Limits of Generalized Poisson Processes

Julien Fageot, Virginie Uhlmann, Michael Unser

The theory of sparse stochastic processes offers a broad class of statistical models to study signals. In this framework, signals are represented as realizations of random processe…