Open code biometric tap pad for smartphones

C Haberfeld, MS Hossain, L Lancor - Journal of Information Security and …, 2021 - Elsevier
Poor security practices among smartphone users, such as the use of simple, easily guessed
passcodes for logins, are a result of the effort required to memorize stronger ones. In this …

Secure multimodal access with 2D and 3D ears

II Ganapathi, S Prakash, SS Ali - Machine Learning for Intelligent …, 2021 - Springer
This chapter introduces a multimodal technique that uses 2D and 3D ear images for secure
access. The technique uses 2D-modality to identify keypoints and 3D-modality to describe …

3D facial matching by spiral convolutional metric learning and a biometric fusion-net of demographic properties

SS Mahdi, N Nauwelaers, P Joris… - 2020 25th …, 2021 - ieeexplore.ieee.org
Face recognition is a widely accepted biometric verification tool, as the face contains a lot of
information about the identity of a person. In this study, a 2-step neural-based pipeline is …

Enhancing performance and user convenience of multi-biometric verification systems

MS Hossain, VV Phoha - Pattern Analysis and Applications, 2021 - Springer
A multi-biometric verification system lowers the verification errors by fusing information from
multiple biometric sources. Information can be fused in parallel or serial modes. While …

Identifying soft biometric features from a combination of keystroke and mouse dynamics

S Earl, J Campbell, O Buckley - International Conference on Applied …, 2021 - Springer
In this preliminary paper, we investigate the use of keystroke and mouse dynamics as a
means of identifying soft biometric features. We present evidence that combining features …

On data-driven approaches for presentation attack detection in iris recognition systems

D Sharma, A Selwal - Recent Innovations in Computing: Proceedings of …, 2021 - Springer
With the development of modern machine learning-based techniques for accurate and
efficient classification, the paradigm has shifted to automatic intelligent-based methods. The …

Real-time age-group and accurate age prediction with bagging and transfer learning

AT Mai, DH Nguyen, TT Dang - 2021 International Conference …, 2021 - ieeexplore.ieee.org
Age prediction based on facial images has become a vital part in many scenarios since the
human face contains most important bio-metric characteristics from race, gender to age. As a …

3D Palmprint recognition using Tan and Triggs normalization technique and GIST descriptors

M Chaa, Z Akhtar - Multimedia Tools and Applications, 2021 - Springer
The 3D palmprint biometric recognition system is being considered as a very promising way
to address the limitations of 2D palmprint recognition systems. This paper introduces a novel …

Interactive biometric identification system based on the keystroke dynamic

S Bilan, M Bilan, A Bilan - … Technologies Based on Modern Data Mining …, 2021 - Springer
To solve the problems of biometric identification, a wide variety of intelligent information
processing methods are used. All biometric characteristics require the development and …

Face recognition based on fractal code and deep belief networks

M Benouis - Journal of Information Technology Research (JITR), 2021 - igi-global.com
An enhanced algorithm to recognize the human face using bi-dimensional fractal codes and
deep belief networks is presented in this work. The proposed method is experimentally …