Explore MATLAB source code curated for "直线提取" with clean implementations, documentation, and examples.
A practical MATLAB implementation for line detection using Hough transform, currently detecting the longest line segment. Future improvements will include extracting lines from local peak points in the accumulator matrix, enhancing detection accuracy for multiple line segments.
Implementing Canny edge detection to extract image edges, followed by Sobel operator convolution for edge enhancement, and concluding with Hough transform for straight line extraction.
This project implements line detection using Hough Transform to identify rectangular patterns in images and locate their centers. The method leverages image processing techniques and geometric properties of rectangles, validated through practical testing. The algorithm can distinguish rectangles among various shapes (including triangles, circles, hearts, etc.), demonstrating practical applicability. The complete MATLAB package includes working code, sample images, and detection examples with detailed implementation insights.
MATLAB source code for line extraction using Hough transform in image segmentation, featuring a distinct approach compared to conventional edge detection algorithms, with implementation insights on parameter space mapping and peak detection techniques.
MATLAB-based Dichotomy Method for Line Extraction with Split-Merge Implementation
Implementing Hough Transform for Line Detection with MATLAB Code Integration