FPEXTRACTDEMO Fingerprint Feature Extraction Demonstration Program
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Resource Overview
FPEXTRACTDEMO Fingerprint Feature Extraction Demo - A comprehensive fingerprint feature extraction program incorporating all standard algorithms. Options include: Centralize (image binarization with centroid calculation), Crop (image trimming), Sectorize (sector visualization), Normalize (input image normalization), Gabor filters (filter visualization), Convolute (convolution computation between input image and Gabor filters), Features (feature visualization), FingerCode (database integration of fingerprint data), Check (fingerprint matching verification).
Detailed Documentation
The FPEXTRACTDEMO Fingerprint Feature Extraction Demonstration Program serves as a practical fingerprint processing tool implementing multiple standard algorithms for streamlined feature extraction. The program provides the following configurable options with corresponding technical implementations:
- Centralize: Performs image binarization using thresholding algorithms and calculates the centroid coordinates through moment calculations
- Crop: Executes image trimming operations to remove extraneous regions using bounding box detection
- Sectorize: Implements radial sector visualization for intuitive pattern analysis through polar coordinate transformation
- Normalize: Applies intensity normalization to ensure data consistency using statistical scaling methods
- Gabor filters: Visualizes Gabor filter banks demonstrating orientation-selective frequency filtering for ridge enhancement
- Convolute: Computes convolution operations between input images and Gabor filters using 2D spatial filtering techniques
- Features: Generates visual representations of fingerprint minutiae patterns including ridge endings and bifurcations
- FingerCode: Implements database integration functionality for storing fingerprint templates using feature vector encoding
- Check: Performs fingerprint matching through template comparison algorithms using distance metric calculations
This comprehensive toolset enables effective utilization of the FPEXTRACTDEMO program for fingerprint analysis and verification tasks.
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