M. A. Cherepovsky

IMPROVING FINGERPRINT FEATURE EXTRACTION ACCURACY VIA INTEGRATION OF GABOR LAYERS INTO CONVOLUTIONAL NEURAL NETWORKS

Context. The problem of reliable biometric identification remains critical for mobile security systems where specialized fingerprint scanners are absent. The use of built-in smartphone cameras for capturing fingerprint images introduces challenges such as non-uniform lighting, noise, and perspective distortions, which...