MATLAB Code Implementation for Fingerprint Recognition
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Resource Overview
Fingerprint database collected using AES2410 sensor with approximately 500 raw images, plus about 5,000 images each with no background and optical background variants. Essential for developing fingerprint recognition algorithms with MATLAB image processing and pattern matching functions.
Detailed Documentation
In our fingerprint database, we utilize the AES2410 acquisition sensor which provides approximately 500 raw fingerprint images. To enhance database diversity for robust algorithm training, we have generated approximately 5,000 additional images each for both no-background and optical-background variants. These images are particularly valuable for fingerprint recognition systems, where MATLAB implementations typically involve image preprocessing using functions like imread() and imfilter(), feature extraction through techniques such as minutiae detection, and pattern matching algorithms for identification verification.
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