Segmentation of Preprocessed License Plate Images using MATLAB
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Resource Overview
A MATLAB program for segmenting preprocessed license plate images that effectively isolates individual license plate characters through image processing techniques and region-based analysis algorithms.
Detailed Documentation
This MATLAB program performs segmentation on preprocessed license plate images and successfully extracts individual license plate characters. The implementation utilizes image processing techniques such as morphological operations, edge detection, and connected component analysis to accurately separate characters. Key functions include imbinarize for thresholding, regionprops for character property analysis, and bwlabel for component labeling. The program effectively handles character segmentation tasks, providing a crucial foundation for subsequent processing stages like character recognition. It demonstrates robust performance in identifying character boundaries and isolating individual alphanumeric components even under varying lighting conditions and plate orientations.
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