EE637 Digital Image Processing I

Course Notes

Introduction

Continuous Parameter Signals and Systems

Continuous Time Fourier Transform

Continuous Space Fourier Transform

Rep and Comb relationships

Rep and Comb Examples

Application of Continuous Space Systems

Imaging Systems

Tomographic Reconstruction

Radon Transform Matlab Demo and results

Magnetic Resonance Imaging

C Programming

C programming style

ANSI C Compilation

Discrete Parameter Signals and Systems

Discrete Transforms

Sampling and Scanning

2-D Filters

2-D Random Processes

Filtered Random Processes

Eigen-signal Analysis and Examples

Supplimentary material

Proof of Wiener-Khintchine Theorem

Image Topology and Segmentation

2-D Neighborhoods and Edge Detection

Second Derivative Edge Detectors

Connected Components

Segmentation and Region Merging

Image Perception, Representation, and Color

Color constancy illusions

A really cool example of the cultural invariance of color

Visual Perception, Contrast, Gamma, and MTF

The Tristimulus Model of Color

Color Standards, Spaces, and Transforms

Opponent Models of Color

Fidelity Metrics for Color Images

Some Plots and Diagrams

Matlab Programs for Computing Fidelity Metrics:

YCxCz-metrics Package

Supplimentary handouts:

Supplimentary handout on gamma correction

Handout on monitor
callibration

Color spaces for images

Resolution Conversion

Interpolation and Decimation

Enhancement and Filtering

Optimum Linear Filtering

Nonlinear Filtering

M-estimators

Bilateral Filters

Quantization and Halftoning

Digital Halftoning

Image Coding

Source Coding

Source Coding Scanned notes

Guest Lecture by Prof. Luis Torres on Analog TV

Guest Lecture by Prof. Luis Torres on Digital Image Coding