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] 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 …

[图书][B] Deep biometrics

Biometrics, accompanied by the rapid rise of machine learning and computing, has become
one of the most widely used new technologies in today's digital economy. Interestingly, this …

A survey of biometric recognition using deep learning

H Mehraj, AH Mir - EAI Endorsed Transactions on Energy Web, 2021 - publications.eai.eu
Biometrics is a technique used to define, assess, and quantify a person's physical and
behavioral property. In recent history, deep learning has shown impressive progress in …

[图书][B] Biometric Security and Privacy

R Jiang, S Al-maadeed, A Bouridane, D Crookes… - 2017 - Springer
Biometrics in modern computer science is defined as the automated use of biological
properties to identify individuals. The early use of biometrics can be dated back to nearly …

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 …

Special issue on ubiquitous biometrics

R He, BC Lovell, R Chellappa, AK Jain, Z Sun - Pattern Recognition, 2017 - Elsevier
Biometric sensors are ubiquitous in mobile and wearable devices, smart TVs, video games,
service robots, CCTV cameras and identification systems. On the one hand, the explosion of …

[HTML][HTML] Special issue on advanced biometrics with deep learning

ABJ Teoh, L Leng - Applied Sciences, 2020 - mdpi.com
Biometrics, such as fingerprint, iris, face, hand print, hand vein, speech and gait recognition,
etc., as a means of identity management has become commonplace nowadays for various …

Evolution of Deep Learning for Biometric Identification and Recognition

SMJ Amali, G Rajeswari - … of Research on Computer Vision and …, 2023 - igi-global.com
Biometrics is a method based on the recognition of the biological characteristics of an
individual like fingerprint, vocal, and facial features. Biometric features hold a unique place …

[图书][B] Deep learning for biometrics

B Bhanu, A Kumar - 2017 - Springer
With a very security-conscious society, biometrics-based authentication and identification
have become the focus of many important applications as it is widely believed that …