Recognition of Ellipses, Circles, Rectangles and Other Shapes
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Resource Overview
Shape recognition algorithm implementation in MATLAB for detecting ellipses, circles, rectangles, and other geometric forms, including complete runtime environment setup.
Detailed Documentation
This MATLAB-based shape recognition system performs accurate identification of various geometric shapes including ellipses, circles, and rectangles. The implementation utilizes image processing techniques such as edge detection, contour analysis, and geometric property calculation to classify different shapes. Users can execute this program within the MATLAB environment to efficiently perform shape recognition tasks and obtain precise analytical results. The algorithm employs Hough transform for circle detection, least-squares fitting for ellipse recognition, and corner detection with aspect ratio analysis for rectangle identification, providing robust performance across different image qualities and shape variations.
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