Lectures

Topics

Description

Introduction

Introduction, logistics, course overview, MATLAB primer

Image representation

Image formation, capture, storage and representation, sources of noise and image distortion, and basic geometry

Point processing

Point and histogram processing

Spatial domain filtering

Spatial domain linear filtering

Frequency domain filtering

Fourier domain processing, denoising and enhancement

Color image processing

Color Image Processing

Image restoration, morphological processing

Restoration, thresholding and morphological techniques

Recapitulation

Midterm Review

Image coding and compression

Coding and Compression

Intro to computational photography

Computational Photography

Non-linear filtering

Non-linear filtering