Biometric signature authentication using machine learning techniques: Current trends, challenges and opportunities

K Bibi, S Naz, A Rehman - Multimedia Tools and Applications, 2020 - Springer
Biometric systems are playing a key role in the multitude of applications and placed at the
center of debate in the scientific research community. Among the numerous biometric …

HMM-based on-line signature verification: Feature extraction and signature modeling

J Fierrez, J Ortega-Garcia, D Ramos… - Pattern recognition …, 2007 - Elsevier
A function-based approach to on-line signature verification is presented. The system uses a
set of time sequences and Hidden Markov Models (HMMs). Development and evaluation …

A probabilistic approach for damage identification and crack mode classification in reinforced concrete structures

A Farhidzadeh, S Salamone… - Journal of Intelligent …, 2013 - journals.sagepub.com
Reinforced concrete is subjected to deterioration due to aging, increased load, and natural
hazards. To minimize the maintenance costs and to increase the operation lifetime …

Collaborative mobile charging for sensor networks

S Zhang, J Wu, S Lu - … conference on mobile ad-hoc and …, 2012 - ieeexplore.ieee.org
The limited battery capacity of sensor nodes has become the biggest impediment to wireless
sensor network (WSN) applications. Two recent breakthroughs in the areas of wireless …

[图书][B] Biometric user authentication for IT security: from fundamentals to handwriting

C Vielhauer - 2005 - books.google.com
Biometric user authentication techniques evoke an enormous interest by science, industry
and society. Scientists and developers constantly pursue technology for automated …

Usage of autoencoders and Siamese networks for online handwritten signature verification

K Ahrabian, B BabaAli - Neural computing and applications, 2019 - Springer
In this paper, we propose a novel writer-independent global feature extraction framework for
the task of automatic signature verification which aims to make robust systems for …

A writer identification system for on-line whiteboard data

A Schlapbach, M Liwicki, H Bunke - Pattern recognition, 2008 - Elsevier
In this paper we address the task of writer identification of on-line handwriting captured from
a whiteboard. Different sets of features are extracted from the recorded data and used to …

A novel online signature verification system based on GMM features in a DTW framework

A Sharma, S Sundaram - IEEE Transactions on Information …, 2016 - ieeexplore.ieee.org
This paper presents a novel online signature verification system based on the extension of
the traditional dynamic time warping (DTW) matching scheme. We propose the use of a set …

[HTML][HTML] Feature extraction based DCT on dynamic signature verification

S Rashidi, A Fallah, F Towhidkhah - Scientia Iranica, 2012 - Elsevier
Signature verification is one of the most accepted biometric techniques, because a signature
is a part of everyday life, although less accurate than biometric techniques such as using the …

On-line signature verification

J Fierrez, J Ortega-Garcia - Handbook of biometrics, 2008 - Springer
Automatic signature verification is an important research area because of the social and
legal acceptance and widespread use of the handwritten signature as a personal …