MATLAB Code Implementation for Wavelet-Based Edge Detection
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Resource Overview
A MATLAB program for wavelet edge detection, accompanied by a .doc documentation file providing detailed explanations and usage examples.
Detailed Documentation
This is a MATLAB program designed for wavelet-based edge detection in images. The implementation utilizes wavelet transform techniques to identify edges by analyzing high-frequency components across different scales. The algorithm typically involves steps such as applying discrete wavelet transform (DWT), calculating gradient magnitudes, and applying thresholding to detect significant edges. Key functions used may include wavedec2 for 2D wavelet decomposition and edge detection operations. The accompanying .doc file serves as a comprehensive reference for understanding the implementation details, parameter configurations, and practical applications for educational purposes.
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