License Plate Recognition Image Segmentation (MATLAB Source Code)

Resource Overview

Program Code Description P0801: Call number text image segmentation algorithm P0802: Connected character segmentation method P0803: Text recognition implementation P0804: Color license plate segmentation technique P0805: Trademark text segmentation approach Recognition: Recognition subfunction for text identification StrDetect01: Structural feature extraction subfunction for text recognition

Detailed Documentation

Program Code Module Description P0801: Call Number Text Image Segmentation - Implements algorithms for segmenting text from library call number images using thresholding and morphological operations P0802: Connected Character Segmentation - Handles separation of粘连 characters through projection analysis and contour detection methods P0803: Text Recognition - Main OCR module employing template matching and feature extraction for character identification P0804: Color License Plate Segmentation - Processes彩色 license plate images using color space conversion and region-based segmentation techniques P0805: Trademark Text Segmentation - Extracts text elements from商标 images with edge detection and connected component analysis Recognition: Text recognition subfunction that implements classification algorithms for character matching and verification StrDetect01: Structural feature extraction subfunction that analyzes character shapes and patterns for improved recognition accuracy P0806: Vehicle Color Detection - Identifies vehicle colors through color histogram analysis and dominant color extraction P0807: Image Feature Extraction Algorithm - Implements various feature descriptors including HOG, LBP, and SIFT for pattern recognition P0808: Object Recognition Algorithm - Utilizes machine learning approaches for identifying and classifying objects in images P0809: Image Segmentation Technology - Comprehensive segmentation techniques including watershed, region growing, and graph-based methods P0810: Object Detection and Tracking Algorithm - Combines detection algorithms with tracking mechanisms for continuous object monitoring