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 …
Offline signature verification and quality characterization using poset-oriented grid features
EN Zois, L Alewijnse, G Economou - Pattern Recognition, 2016 - Elsevier
This paper proposes a novel grid-based template matching scheme for off-line signature
analysis and verification. At the heart of the new method lies the efficient encoding of the …
analysis and verification. At the heart of the new method lies the efficient encoding of the …
An efficient signature verification method based on an interval symbolic representation and a fuzzy similarity measure
In this paper, an efficient offline signature verification method based on an interval symbolic
representation and a fuzzy similarity measure is proposed. In the feature extraction step, a …
representation and a fuzzy similarity measure is proposed. In the feature extraction step, a …
Signature verification approach using fusion of hybrid texture features
In this paper, a writer-dependent signature verification method is proposed. Two different
types of texture features, namely discrete wavelet and local quantized patterns (LQP) …
types of texture features, namely discrete wavelet and local quantized patterns (LQP) …
Dynamic selection of generative–discriminative ensembles for off-line signature verification
In practice, each writer provides only a limited number of signature samples to design a
signature verification (SV) system. Hybrid generative–discriminative ensembles of classifiers …
signature verification (SV) system. Hybrid generative–discriminative ensembles of classifiers …
Automatic processing of handwritten bank cheque images: a survey
Bank cheques (checks) are still widely used all over the world for financial transactions.
Huge volumes of handwritten bank cheques are processed manually every day in …
Huge volumes of handwritten bank cheques are processed manually every day in …
A Hybrid Method of Feature Extraction for Signatures Verification Using CNN and HOG a Multi-Classification Approach
FM Alsuhimat, FS Mohamad - IEEE Access, 2023 - ieeexplore.ieee.org
The offline signature verification system's feature extraction stage is regarded as crucial and
has a significant impact on how well these systems perform because the quantity and …
has a significant impact on how well these systems perform because the quantity and …
Off-line signature verification using elementary combinations of directional codes from boundary pixels
Verifying the genuineness of official documents, such as bank checks, certificates, contract
forms, bonds, etc., remains a challenging task when it comes to accuracy and robustness …
forms, bonds, etc., remains a challenging task when it comes to accuracy and robustness …
Multi-dilation convolutional neural network for automatic handwritten signature verification
RR Upadhyay, R Mehta, KK Singh - SN Computer Science, 2023 - Springer
With the recent advancements in deep learning techniques, the application areas of
unstructured data analytics are emerging in multiple domains. One of the popular …
unstructured data analytics are emerging in multiple domains. One of the popular …
An application of the 2d gaussian filter for enhancing feature extraction in off-line signature verification
V Nguyen, M Blumenstein - 2011 International Conference on …, 2011 - ieeexplore.ieee.org
Similar to many other pattern recognition problems, feature extraction contributes
significantly to the overall performance of an off-line signature verification system. To be …
significantly to the overall performance of an off-line signature verification system. To be …