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 …

Online signature verification using single-template matching with time-series averaging and gradient boosting

M Okawa - Pattern Recognition, 2020 - Elsevier
In keeping with recent developments in artificial intelligence in the era of big data, there is a
demand for online signature verification systems that operate at high speeds, provide a high …

Biometric key generation based on generated intervals and two-layer error correcting technique

P Wang, L You, G Hu, L Hu, Z Jian, C Xing - Pattern Recognition, 2021 - Elsevier
As for a biometric key, key management and biometric data security are both important.
Existing bio-key generation methods are usually based on the biometric templates or …

[HTML][HTML] Online handwritten signature verification system based on DWT features extraction and neural network classification

MMM Fahmy - Ain Shams Engineering Journal, 2010 - Elsevier
Handwritten signature is the most widely accepted biometric to identity verification. The
target of research is to present online handwritten signature verification system based on …

Online signature verification using segment‐level fuzzy modelling

AQ Ansari, M Hanmandlu, J Kour, AK Singh - IET biometrics, 2014 - Wiley Online Library
This study presents a new online signature verification system based on fuzzy modelling of
shape and dynamic features extracted from online signature data. Instead of extracting these …

Online signature verification based on signatures turning angle representation using longest common subsequence matching

K Barkoula, G Economou, S Fotopoulos - International Journal on …, 2013 - Springer
Online signature verification has been intensively investigated in several directions, such as
the selected feature (s), similarity estimation and classification method. Local feature …

[HTML][HTML] Off-line handwritten signature recognition by wavelet entropy and neural network

K Daqrouq, H Sweidan, A Balamesh, MN Ajour - Entropy, 2017 - mdpi.com
Handwritten signatures are widely utilized as a form of personal recognition. However, they
have the unfortunate shortcoming of being easily abused by those who would fake the …

[PDF][PDF] International journal of advanced research in computer science and software engineering

S Roy, S Nag, IK Maitra, SK Bandyopadhyay - International Journal, 2013 - academia.edu
Tumor segmentation from magnetic resonance imaging (MRI) data is an important but time
consuming manual task performed by medical experts. Automating this process is a …

Off-line signature verification systems: a survey

S Pal, M Blumenstein, U Pal - … & workshop on emerging trends in …, 2011 - dl.acm.org
Signatures are extensively used as a means of personal verification. Manual signature-
based authentication of a large number of documents is a very difficult and time consuming …

Non-English and non-Latin signature verification systems: a survey

S Pal, M Blumenstein, U Pal - CEUR Workshop Proceedings, 2011 - opus.lib.uts.edu.au
Signatures continue to be an important biometric because they remain widely used as a
means of personal verification and therefore an automatic verification system is needed …