Particle methods enable fast and simple approximation of Sobolev gradients in image segmentation

Ivo F. Sbalzarini, Sophie Schneider, Janick Cardinale

Bio-image analysis is challenging due to inhomogeneous intensity distributions and high levels of noise in the images. Bayesian inference provides a principled way for regularizing…