License Plate Correction Tool

Resource Overview

A MATLAB-based program designed for license plate correction, implementing image processing and pattern recognition techniques.

Detailed Documentation

This MATLAB program is developed for automatic recognition and correction of license plate images. It employs advanced image processing and pattern recognition techniques to analyze license plate characteristics, performing correction and restoration operations to enhance recognition accuracy and reliability. The implementation includes key functions such as image preprocessing (noise reduction, contrast enhancement), feature extraction (edge detection, character segmentation), and geometric transformation (perspective correction, rotation adjustment). The program offers high flexibility and customizability, allowing parameter adjustments for different license plate types and environmental conditions through configurable threshold settings and algorithm selection. It supports integration with existing license plate recognition systems through standardized input/output interfaces, enabling extended functionality and improved performance. The core algorithms utilize MATLAB's Image Processing Toolbox functions like imrotate for orientation correction, imwarp for perspective transformation, and regionprops for feature analysis. This robust tool effectively addresses common license plate image issues including skew, distortion, and lighting variations, delivering superior results in automatic license plate recognition applications.