Machine learning for biometrics

AA Salah - Handbook of Research on Machine Learning …, 2010 - igi-global.com
Biometrics aims at reliable and robust identification of humans from their personal traits,
mainly for security and authentication purposes, but also for identifying and tracking the …

Supervised and Unsupervised Learning Techniques for Biometric Systems

P Pandey, YY Raghav, S Gulia… - … Data Engineering for …, 2024 - Wiley Online Library
In the domain of biometric systems, where individual identities are confirmed through
distinctive traits like fingerprints, facial geometry, and gait patterns, the application of …

Application of Machine Learning Algorithms to Biometric Systems—The Traits Based Performance Analytic Survey

M Khatri, A Sharma - International conference on smart computing and …, 2021 - Springer
Biometrics seeks to spot people dependably and strongly supported their personal
characteristics, principally for security and authentication, however also for distinctive and …

[PDF][PDF] Guest editorial special issue on biometric systems

D Zhang, JP Campbell, D Maltoni… - IEEE Transactions on …, 2005 - researchgate.net
BIOMETRICS has evolved into a scholarly scientific area with an increasing body of
research works, as presented here, that address the myriad of issues related to …

Introduction to the special issue on biometrics: Progress and directions

S Prabhakar, J Kittler, D Maltoni… - IEEE Transactions on …, 2007 - ieeexplore.ieee.org
The guest editors provide an overview of the articles selected for this special issue. The
issue's goal is to document the current state-of-the-art, acknowledge the latest …

Future trends in biometric processing

M Fairhurst, J Fierrez, P Campisi - IET Computer Vision, 2011 - search.proquest.com
Biometrics--the automated identification of individuals by means of the measurement of
physiological or behavioural characteristics--has now reached a level of maturity where …

[图书][B] Advanced topics in biometrics

H Li, KA Toh, L Li - 2011 - books.google.com
Biometrics is the study of methods for uniquely recognizing humans based on one or more
intrinsic physical or behavioral traits. After decades of research activities, biometrics, as a …

[图书][B] Handbook of biometrics

AK Jain, P Flynn, AA Ross - 2007 - books.google.com
Biometric recognition, or simply Biometrics, is a rapidly evolving field with applications
ranging from accessing one's computer to gaining entry into a country. Biometric systems …

Introduction to synthesis in biometrics

S Yanushkevich, V Shmerko, A Stoica… - … and Analysis in …, 2007 - World Scientific
The primary application focus of biometric technology is the verification and identification of
humans using their possessed biological (anatomical, physiological and behavioral) …

An empirical comparison of individual machine learning techniques in signature and fingerprint classification

M Abreu, M Fairhurst - … : First European Workshop, BIOID 2008, Roskilde …, 2008 - Springer
This paper describes an empirical study to investigate the performance of a wide range of
classifiers deployed in applications to classify biometric data. The study specifically reports …