Bayesian Image Analysis in Fourier Space, with Applications in Medical Imaging

Bayesian Image Analysis in Fourier Space, with Applications in Medical Imaging

Statistics and Genomics Seminar
Nov 3, 2016, 04:00 PM - 05:00 PM | 1011 Evans Hall | Happening As Scheduled
Professor John Kornak, Department of Epidemiology and Biostatistics, UC San Francisco
Bayesian image analysis provides a solution for improving image quality relative to deterministic methods such as linear filtering, by balancing a priori expectations of image characteristics with a model for the noise process. However, conventional Bayesian image analysis models, defined in the space of the image itself, are not as frequently used in practice as they could be. The reason for the...