MATLAB Implementation for License Plate Recognition System
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Resource Overview
A comprehensive license plate recognition program with accompanying thesis paper, developed independently - suitable reference for graduation projects featuring image processing algorithms and practical implementation approaches.
Detailed Documentation
This project involved developing a complete license plate recognition system using MATLAB, along with a detailed research paper documenting the methodology. The implementation typically includes key computer vision techniques such as image preprocessing, license plate localization using edge detection or color segmentation, character segmentation through vertical/horizontal projection methods, and optical character recognition (OCR) using template matching or machine learning approaches. For students working on graduation projects, this resource provides practical insights into implementing image processing algorithms, handling real-world vehicle images with varying lighting conditions, and optimizing recognition accuracy through multiple validation stages. The code structure demonstrates proper modular design with separate functions for each processing stage, making it adaptable for further enhancements.
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