Stochastics

Statistics, modelling and algorithms

Last updated on Oct 1, 2019

IN CONSTRUCTION

convex optimisation image model image prior

Publications

Mapping complex spatio-temporal models to image space: the virtual microscope

We present a sound mathematical and computational framework for simulating the image formation process in fluorescence microscopy: the …
Denis K Samuylov, Lukas A Widmer, Gábor Székely, Grégory Paul
DOI Project: De-convolution Project: Microscopy Project: Stochastics

Coupling image restoration and segmentation: a generalized linear model/Bregman perspective

We introduce a new class of data-fitting energies that couple image segmentation with image restoration, and we establish an …
DOI Project: Stochastics Project: De-convolution Project: Image Segmentation Project: Microscopy Project: Optimisation