Building a Model of Signature Verification and Identification System Based on Deep CNN (ConvNet)
R Shirisha, P Divya, VB Aiswarya, S Yoshitha… - ICT Systems and …, 2022 - Springer
Signatures are commonly used as a unique way of identifying and verifying a person's
identity. Legal documents like bank cheques and transactions, government documents, and …
identity. Legal documents like bank cheques and transactions, government documents, and …
[PDF][PDF] Off line signature verification using transfer learning and data Augmentation on Imbalanced Dataset
A Mitchell, E Edbert, GN Elwirehardja… - ICIC Express …, 2023 - researchgate.net
Handwritten signature verification has attracted a lot of attention in recent years for
authentication purposes and yet, it is still prone to mistakes of human error. Thus, with the …
authentication purposes and yet, it is still prone to mistakes of human error. Thus, with the …
Handwritten signature forgery detection using Deep Neural Network
M Bag, R Dash, D Pattnayak… - … in Advances in Power …, 2023 - ieeexplore.ieee.org
A common biometric for establishing a person's identity in document forensics is verification
of handwritten signatures. Signature plays an important role in banking, financial …
of handwritten signatures. Signature plays an important role in banking, financial …
[引用][C] Offline Signature Verification with Attention
Z Chen, Z Lin, G Zou, L Chen - Available at SSRN 4391363
An Efficient Offline Signature Verification Method Based on Improved Feature Extraction
Y Wang, J Zheng, Y Zhou - 2022 2nd International Conference …, 2022 - ieeexplore.ieee.org
As a kind of biometric system, handwritten signature verification has always been a research
hotspot. Offline signature verification (OSV), although heavily researched in the past …
hotspot. Offline signature verification (OSV), although heavily researched in the past …
Crafting Trust with Convolutional Neural Networks and Hyperparameter Tuning for Precision Signature Verification in Insurance Claim
Y Balaji, RV Kedar, H Virupakshi… - … on Advances in Data …, 2024 - ieeexplore.ieee.org
The prevention of signature forgery on physical documents is a critical concern in sectors
like insurance, where the authenticity of claims documentation is pivotal. Handwritten …
like insurance, where the authenticity of claims documentation is pivotal. Handwritten …
End-to-end online handwriting signature verification
Y Yin, X Zhou - … on Graphics and Image Processing (ICGIP …, 2019 - spiedigitallibrary.org
This paper describes an new method for online handwriting signatures verification. The
algorithm is based on" Siamese" deep neural network. This network consists of two identical …
algorithm is based on" Siamese" deep neural network. This network consists of two identical …
Design of handwritten signature verification using java–python platform
S Choudhary, S Mishra, S Kaul, JB Arun - Emerging Research in …, 2016 - Springer
This paper presents a Java–Python-based platform for signature verification which is able to
extract features from an individual's signatures and discriminate genuine signatures from …
extract features from an individual's signatures and discriminate genuine signatures from …
Fixed-sized representation learning from offline handwritten signatures of different sizes
Methods for learning feature representations for offline handwritten signature verification
have been successfully proposed in recent literature, using deep convolutional neural …
have been successfully proposed in recent literature, using deep convolutional neural …
Feature learning for offline handwritten signature verification using convolutional neural network
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 …
this article, the authors' proposed method to verify handwritten signatures are based on …