David Epstein: A Markov Chain Monte Carlo approach to finding the boundary of a membrane
Abstract:
Blurred images: how they are an inevitable consequence of the wave nature of light.
Attempts to deblur mathematically.
Noise, and why stochastic considerations are relevant.
Sampling from a distribution: independent samples.
Sampling from a distribution using MCMC (Markov Chain Monte Carlo).
Examples with simulated data.
Example with real data from Conrad Mullineaux (Biological Sciences, QMUL)