2D Systems Lecture

Abstract

This lecture overviews 2D Systems, as they are the primary tools for many image processing and analysis operations.  It covers the following topics in detail: Two-Dimensional Discrete LTI Systems. 2D convolutions. 2D correlation. 2D Systems Stability. 2D Finite Impulse Response (FIR) systems. 2D Infinite Impulse Response (IIR) systems  Two-Dimensional z Transform and its properties.  Transfer Function of Two-Dimensional Digital Filters. Implementation of Two-Dimensional Digital Filters.

Arithmetic Moving Average Filter

2D-Systems-v3.2.1-Summary

Understanding Questionnaire

https://docs.google.com/forms/2d-systems

Tutorial Exercises

1. 2D Convolution Calculation Tutorial Exercise
2. 2D Convolution Non Zero Area Calculation Tutorial Exercise
3. 2D Filter Mask Difference Equation Tutorial Exercise 1
4. 2D Filter Mask Difference Equation Tutorial Exercise 2
5. 2D System Output By Employing Difference Equation Tutorial Exercise
6. Difference Equation And System Flow Chart Tutorial Exercise
7. Difference Equation Tutorial Exercise