[PDF][PDF] Verification System for Handwritten Signatures with Modular Neural Networks

T Vijayakumar - Journal of Artificial Intelligence, 2022 - researchgate.net
Handwritten signature is considered as one of the primary biometric processes for human
verification in various applications including banking and legal documentations. In general …

Handwritten signature verification system using deep learning

DP Sudharshan, RN Vismaya - 2022 IEEE International …, 2022 - ieeexplore.ieee.org
Every person has a unique signature, which is primarily used for identity documents and the
authentication of significant documents or legal documentation. Static and dynamic …

Feature learning for offline handwritten signature verification using convolutional neural network

AB Jagtap, RS Hegadi, KC Santosh - International Journal of …, 2019 - igi-global.com
In biometrics, handwritten signature verification can be considered as an important topic. In
this article, the authors' proposed method to verify handwritten signatures are based on …

Handwritten signature verification using shallow convolutional neural network

A Jain, SK Singh, KP Singh - Multimedia Tools and Applications, 2020 - Springer
Handwritten signatures are an undeniable and unique way to prove the identity of persons.
Owing to the simplicity and uniqueness, it finds an essential place in the area of behavioral …

Handwritten signature verification using deep learning

E Alajrami, BAM Ashqar, BS Abu-Nasser, AJ Khalil… - 2020 - philpapers.org
Every person has his/her own unique signature that is used mainly for the purposes of
personal identification and verification of important documents or legal transactions. There …

Handwritten signature verification using deep learning technique in conjunction with image processing

M Bajpai - 2022 - norma.ncirl.ie
Handwritten signatures have been used in financial and legal documents for a long time. It is
crucial in the financial sector to distinguish between authentic handwritten signatures and …

[PDF][PDF] Handwritten signature verification using CNN with data augmentation

MTF Rabbi, SMT Rahman, P Biswash… - The Journal of …, 2019 - researchgate.net
A signature is a mark or sign which is made by an individual on an instrument or document
to signify knowledge, approval, acceptance or obligation. To authenticate writing or a notice …

[PDF][PDF] Deep learning based handwritten signature recognition

S Pokharel, S Giri, S Shakya - NCE Journal of Science and …, 2020 - academia.edu
A handwritten signature commonly practiced route for confirming the authenticity of legal
documents. The verification of the signature is critical as it varies every time and may change …

A multi-dimensional review on handwritten signature verification: strengths and gaps

SD Bhavani, RK Bharathi - Multimedia Tools and Applications, 2024 - Springer
A handwritten signature is the most widely accepted method to authenticate an individual in
banking, financial, business transactions, cheque processing, access control, and e …

Offline handwritten signature recognition using convolutional neural network approach

F Noor, AE Mohamed, FAS Ahmed… - 2020 International …, 2020 - ieeexplore.ieee.org
Handwritten signature is one of the essential biometric parameters widely used for
document validation and verification. Other methods such as fingerprints, iris/retina …