Estimating the Effectiveness of CNN and Fuzzy Logic for Signature Verification

I Priya, N Chaurasia - 2023 Third International Conference on …, 2023 - ieeexplore.ieee.org
Each individual has a distinctive signature which is primarily used for personal
authentication as well as the confirmation of significant papers or formal processes. A …

Handwritten Signature Verification Using Convolution Neural Network (CNN)

D Gosai, S Vyas, S Patel, P Barot, K Suthar - International Conference on …, 2022 - Springer
Despite recent widespread research in the field, handwritten signature verification is still an
unresolved research problem. A person's signature is an important biometric trait of a human …

Advanced Handwritten Text Recognition for Cursive Writings with Spelling Correction Module

A Sai, KSS Harshith, B Ommi… - 2023 IEEE 9th …, 2023 - ieeexplore.ieee.org
Handwritten Text Recognition (HTR) holds significant importance in modern information
processing, bridging the gap between the tangible world of handwritten content and the …

Fuzzified Deep Learning based Forgery Detection of Signatures in the Healthcare Mission Records

I Priya, N Chaurasia, AK Singh, N Mehta… - ACM Transactions on …, 2023 - dl.acm.org
In an era subjected to digital solutions, handwritten signatures continue playing a crucial
role in identity verification and document authentication. These signatures, a form of bio …

Handwritten Devanagari Numeral Recognition Using Deep Learning

KVC Madhav, A Veeramaneni, PA Sriya… - … for Innovation in …, 2024 - ieeexplore.ieee.org
Handwritten Roman characters and numbers have been intensively examined in the past
several decades, with satisfactory results. The Devanagari script, however, does not fit this …

Dual-path deep neural network architecture with explicit features for offline signature recognition

S Tong, J Peng - Journal of Intelligent & Fuzzy Systems, 2023 - content.iospress.com
In this work, with the aim of separating the genuine and forgery samples of the signature, we
developed a new dual-path architecture using deep neural network and a traditional …

Developing a Model for Offline Signature Verification Using CNN Architectures and Genetic Algorithm

AMQ Musleh, AMO Al-Azzani - Sana'a University Journal of …, 2023 - journals.su.edu.ye
The signature verification process has many applications, such as its use in financial
operations, providing the electronic signature of documents, and providing an additional …