Signature identification and verification techniques: state-of-the-art work

H Kaur, M Kumar - Journal of Ambient Intelligence and Humanized …, 2023 - Springer
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 …

A comparative study among handwritten signature verification methods using machine learning techniques

Z Hashim, HM Ahmed, AH Alkhayyat - Scientific Programming, 2022 - Wiley Online Library
Nowadays, the verification of handwritten signatures has become an effective research field
in computer vision as well as machine learning. Signature verification is naturally formulated …

Offline signature verification system: a novel technique of fusion of GLCM and geometric features using SVM

FE Batool, M Attique, M Sharif, K Javed, M Nazir… - Multimedia Tools and …, 2024 - Springer
In the area of digital biometric systems, the handwritten signature plays a key role in the
authentication of a person based on their original samples. In offline signature verification …

Large-scale offline signature recognition via deep neural networks and feature embedding

N Calik, OC Kurban, AR Yilmaz, T Yildirim, LD Ata - Neurocomputing, 2019 - Elsevier
Although there have been several developments in offline signature recognition, there is still
no much focus on the recognition problem using a small sample size for the training. In …

Advances in Offline Handwritten Signature Recognition Research: A Review

Z Wang, M Muhammat, N Yadikar, A Aysa… - IEEE Access, 2023 - ieeexplore.ieee.org
A person's handwritten signature, one of the methods frequently used to confirm their
identity, is used exclusively to confirm the biometric identification of different financial, legal …

Writer identification using handwritten cursive texts and single character words

T Kutzner, CF Pazmiño-Zapatier, M Gebhard… - Electronics, 2019 - mdpi.com
One of the biometric methods in authentication systems is the writer verification/identification
using password handwriting. The main objective of this paper is to present a robust writer …

Offline signature authentication algorithm based on the fuzzy set

S Qiu, F Fei, Y Cui - Mathematical Problems in Engineering, 2021 - Wiley Online Library
There exists a problem that it is difficult to identify the authenticity of offline signatures. Firstly,
a segmentation model is established based on the theory of fuzzy sets to extract signatures …

Offline signature recognition system using histogram of oriented gradients

P Patil, B Almeida, N Chettiar… - … Conference on Advances …, 2017 - ieeexplore.ieee.org
The most common way of authenticating a document or financial transactions, especially
cheques, is handwritten signatures. In most of the cases, verification of these signatures is …

Biometric Trait: Offline Signature Identification and Verification based on Multimodal Fusion Techniques

SS Harakannanavar, H Jayalaxmi… - Journal of Positive …, 2022 - journalppw.com
Biometrics refers to the process of identification of humans by their characteristics or traits.
Biometrics is used in computer science as a form of identification and access control which …

Vehicle Wheel Hub Recognition Method Based on HOG Feature Extraction and SVM Classifier

B Wang, R Juanatas, J Niguidula - 2022 14th International …, 2022 - ieeexplore.ieee.org
In order to avoid the problems of low accuracy of wheel hub recognition and classification
and excessive dependence on template image quality in the process of automatic …