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Biometric authentication using near infrared images of palm dorsal vein patterns

ABSTRACT This paper proposes an improved palm dorsal (back of hand) feature extraction algorithm for biometric personal authentication applications. The proposed method employs the existing database of near Infrared (IR) images of palm dorsal hand vein surface. The proposed system include: 1) Infrared palm dorsa images database collection; 2) Detection of Region of Interest (ROI); 3) Palm vein extraction by median filtering 4) Feature extraction using crossing number algorithm 5) Authentication using minutiae triangulation matching. The input image is segmented using an optimum thresholding algorithm. The knuckle points are used as key points for the image normalization and extraction of region of interest. The extracted ROI is processed to get the reliable vein pattern and features (minutiae) are extracted using crossing number algorithm. The scores for performing authentication are generated based on minutiae triangulation matching.


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