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Large deviations for stochastic flows of diffeomorphisms
deformable templates diffeomorphisms image matching infinite-dimensionalBrownian motion infinite-dimensional SDEs
2010/3/10
A large deviation principle is established for a general class of stochastic flows in the small
noise limit. This result is then applied to a Bayesian formulation of an image matching problem,
and a...
Nonclassical stochastic flows and continuous products
stochastic flows continuous products noise stability sensitivity
2009/5/18
Contrary to the classical wisdom, processes with independent values (defined properly) are much more diverse than white noises combined with Poisson point processes, and product systems are much more ...