A comprehensive overview of biometric fusion

M Singh, R Singh, A Ross - Information Fusion, 2019 - Elsevier
The performance of a biometric system that relies on a single biometric modality (eg,
fingerprints only) is often stymied by various factors such as poor data quality or limited …

What else does your biometric data reveal? A survey on soft biometrics

A Dantcheva, P Elia, A Ross - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
Recent research has explored the possibility of extracting ancillary information from primary
biometric traits viz., face, fingerprints, hand geometry, and iris. This ancillary information …

Facial soft biometrics for recognition in the wild: Recent works, annotation, and COTS evaluation

E Gonzalez-Sosa, J Fierrez… - IEEE Transactions …, 2018 - ieeexplore.ieee.org
The role of soft biometrics to enhance person recognition systems in unconstrained
scenarios has not been extensively studied. Here, we explore the utility of the following …

The OU-ISIR gait database comprising the large population dataset with age and performance evaluation of age estimation

C Xu, Y Makihara, G Ogi, X Li, Y Yagi, J Lu - IPSJ Transactions on …, 2017 - Springer
In this paper, we describe the world's largest gait database, the “OU-ISIR Gait Database,
Large Population Dataset with Age (OULP-Age)” and its application to a statistically reliable …

Ordinary preserving manifold analysis for human age and head pose estimation

J Lu, YP Tan - IEEE Transactions on Human-Machine Systems, 2012 - ieeexplore.ieee.org
We propose in this paper an ordinary preserving manifold analysis approach for human age
and head pose estimation. While a large number of manifold learning algorithms have been …

Recent advances in facial soft biometrics

OA Arigbabu, SMS Ahmad, WAW Adnan, S Yussof - The Visual Computer, 2015 - Springer
Face as a biometric attribute has been extensively studied over the past few decades. Even
though, satisfactory results are already achieved in controlled environments, the practicality …

Integration of multiple soft biometrics for human identification

OA Arigbabu, SMS Ahmad, WAW Adnan… - Pattern Recognition …, 2015 - Elsevier
We propose a computational approach to human identification based on the integration of
face and body related soft biometric traits. In previous studies on soft biometrics, several …

Age prediction from iris biometrics

M Erbilek, M Fairhurst… - … Conference on Imaging …, 2013 - ieeexplore.ieee.org
This paper proposes and investigates experimentally an approach to age prediction from iris
images by using a combination of a small number of very simple geometric features, and a …

Towards secure cloud-centric internet of biometric things

B Kantarci, M Erol-Kantarci… - 2015 IEEE 4th …, 2015 - ieeexplore.ieee.org
Mobile platforms have recently been integrated with biometric identification methods such as
fingerprint and/or voice recognition. However the rich contextual information carried on …

A deep learning approach on gender and age recognition using a single inertial sensor

Y Sun, FPW Lo, B Lo - 2019 IEEE 16th international conference …, 2019 - ieeexplore.ieee.org
Extracting human attributes, such as gender and age, from biometrics have received much
attention in recent years. Gender and age recognition can provide crucial information for …