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 …

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 …

[图书][B] Machine Learning for Biometrics: Concepts, Algorithms and Applications

PP Sarangi, M Panda, S Mishra, BSP Mishra, B Majhi - 2022 - books.google.com
Machine Learning for Biometrics: Concepts, Algorithms and Applications highlights the
fundamental concepts of machine learning, processing and analyzing data from biometrics …

Artificial intelligence in biometrics: Uncovering intricacies of human body and mind

M Gavrilova, I Luchak, T Sudhakar… - Advances in Selected …, 2022 - Springer
Human identity recognition is one of the key mechanisms of ensuring proper information
access to individuals. It forms the basis of many government, social, consumer, financial and …

Introductory Chapter: Machine Learning and Biometrics

J Yang, Y Chen, C Zhang, DS Park… - Machine Learning and …, 2018 - books.google.com
We are entering the era of artificial intelligence and big data, and thus, systems are
becoming more intelligent with performance even to a human level in limited applications …

[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 …

Advanced biometric technologies: emerging scenarios and research trends

A Genovese, E Munoz, V Piuri, F Scotti - … to Sushil Jajodia on the Occasion …, 2018 - Springer
Biometric systems are the ensemble of devices, procedures, and algorithms for the
automatic recognition of individuals by means of their physiological or behavioral …

Biometrics: Trust, but verify

AK Jain, D Deb, JJ Engelsma - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Over the past two decades, biometric recognition has exploded into a plethora of different
applications around the globe. This proliferation can be attributed to the high levels of …

Who's Who? Challenges in Biometric Authentication

AK Jain - Joint Pattern Recognition Symposium, 2003 - Springer
A wide variety of systems require reliable personal recognition schemes to either confirm or
determine the identity of an individual requesting their services. The purpose of such …

[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 …