Advancing Toward Robust and Scalable Fingerprint Orientation Estimation: From Gradients to Deep Learning

Amit Kumar Trivedi, Jasvinder Pal Singh

The study identifies a clear evolution from traditional methods to more advanced machine learning approaches. Current algorithms face persistent challenges, including degraded imag…