\chapter{Introduction}
\label{ch:intro}


\section{Introduction}

\subsection{Problem Statement}

The objective of this assignment is that if given observed noisy images, the goal is to perform a Bayesian analysis of the data. We will assume a prior probability model and an observation model to obtain a posterior density, and will generate samples from the posterior 



