Statistical Methods in Image Processing 048954

Spring Semester 2018

Monday 14:30-16:30, Meyer 352

Final Project

Instructions

Homework Assignments

Submission can be in pairs.

The submission should include a pdf file with results and a concise discussion, along with a zip folder containing the Matlab implementation.

Please email the solution to tomer.m@ee.technion.ac.il with the subject “HWx submission Name1 Name2”, where x = assignment number and Name1/2 are your names.

• Homework 1 (due 30.04.2018)  Expected results
• Homework 2 (due 14.05.2018)  Expected results
• Homework 3 (due 28.05.2018) Expected results
• Homework 4 (due 11.06.2018) Expected results

Additional Materials

Introduction

Markov random fields

Expectation maximization for Gaussian mixture models

Expected patch log-likelihood

Kernel density estimation

Nonparametric denoising

Nonparametric canonical correlation analysis