Gabor Filter Usage Demonstration
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Resource Overview
This Gabor filter demonstration package includes three main files: gaborfilter.m (core filter implementation), gabordemo.m (interactive demonstration script), and a sample image for testing the filter effects.
Detailed Documentation
This demonstration showcases the practical implementation and application of Gabor filters for image processing. The package contains three essential components: gaborfilter.m implements the core Gabor filter algorithm with parameters for frequency and orientation tuning, gabordemo.m provides an interactive script that demonstrates filter application and visualization, and a sample image for testing. By running these files, users can explore how Gabor filters extract texture features and analyze their impact on image processing. The implementation uses MATLAB's convolution operations with complex Gabor kernels to capture both magnitude and phase information. This hands-on demonstration helps users understand the fundamental principles and practical applications of Gabor filters in computer vision tasks. Please download and execute all files to experience the complete demonstration with proper parameter configuration and result visualization.
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