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A. Khaleel

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Review Open access Aug 2026

A Comprehensive Survey of Pattern Recognition, Deep Learning, and Wearable Technology Approaches for Secure Signature Verification Systems

Automatic signature verification is a complex biometric authentication problem because signatures involve intent, distinct writing styles, visual texture, and motor dynamics. This review consolidates signature verification work involving offline, online, mobile, contactless, and in-air verification. The reviewed works...

A. Khaleel, S. M. Kareem · 0 citations

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