2D Systems

Artificial Intelligence & Information Analysis

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.

2D-Systems-summary