Signature identification and verification techniques: state-of-the-art work
Signature identification and verification are some of the biometric systems used for personal
identification. Signatures can be considered as authentication of an individual by the …
identification. Signatures can be considered as authentication of an individual by the …
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 …
center of debate in the scientific research community. Among the numerous biometric …
Time-series averaging and local stability-weighted dynamic time warping for online signature verification
M Okawa - Pattern Recognition, 2021 - Elsevier
To meet the recent demands for automated security systems, this study proposes a novel
single-template strategy that uses mean templates and local stability-weighted dynamic time …
single-template strategy that uses mean templates and local stability-weighted dynamic time …
OSVFuseNet: Online Signature Verification by feature fusion and depth-wise separable convolution based deep learning
Abstract Online Signature Verification (OSV) techniques have been deployed in production
systems for decades, yet training the model for efficient classification of the test signature …
systems for decades, yet training the model for efficient classification of the test signature …
[Retracted] Deformation Adjustment with Single Real Signature Image for Biometric Verification Using CNN
R Kumar, M Saraswat, D Ather… - Computational …, 2022 - Wiley Online Library
Signature verification is the widely used biometric verification method for maintaining
individual privacy. It is generally used in legal documents and in financial transactions. A …
individual privacy. It is generally used in legal documents and in financial transactions. A …
Handwritten signature verification method based on improved combined features
Y Zhou, J Zheng, H Hu, Y Wang - Applied Sciences, 2021 - mdpi.com
Featured Application This study proposes a handwritten signature verification method based
on improved combined features, which combines dynamic features and static features by …
on improved combined features, which combines dynamic features and static features by …
Online signature verification using signature down-sampling and signer-dependent sampling frequency
Online signature verification considers signatures as time sequences of different
measurements of the signing instrument. These signals are captured on digital devices and …
measurements of the signing instrument. These signals are captured on digital devices and …
OSVNet: convolutional siamese network for writer independent online signature verification
CS Vorugunti, P Mukherjee… - … on document analysis …, 2019 - ieeexplore.ieee.org
Online signature verification (OSV) is one of the most challenging tasks in writer
identification and digital forensics. Owing to large intra-individual variability, there is a critical …
identification and digital forensics. Owing to large intra-individual variability, there is a critical …
Online signature recognition: A biologically inspired feature vector splitting approach
This research introduces an innovative approach to explore the cognitive and biologically
inspired underpinnings of feature vector splitting for analyzing the significance of different …
inspired underpinnings of feature vector splitting for analyzing the significance of different …
A stroke-based RNN for writer-independent online signature verification
In the field of online handwritten signature verification, it is challenging to verify handwritten
signature in a writer-independent scenario. In recent years, many researchers have been …
signature in a writer-independent scenario. In recent years, many researchers have been …