Offline handwritten signature verification—Literature review

LG Hafemann, R Sabourin… - … conference on image …, 2017 - ieeexplore.ieee.org
The area of Handwritten Signature Verification has been broadly researched in the last
decades, but remains an open research problem. The objective of signature verification …

Automatic signature verification: The state of the art

D Impedovo, G Pirlo - IEEE Transactions on Systems, Man, and …, 2008 - ieeexplore.ieee.org
In recent years, along with the extraordinary diffusion of the Internet and a growing need for
personal verification in many daily applications, automatic signature verification is being …

Learning features for offline handwritten signature verification using deep convolutional neural networks

LG Hafemann, R Sabourin, LS Oliveira - Pattern Recognition, 2017 - Elsevier
Verifying the identity of a person using handwritten signatures is challenging in the presence
of skilled forgeries, where a forger has access to a person's signature and deliberately …

Roomnet: End-to-end room layout estimation

CY Lee, V Badrinarayanan… - Proceedings of the …, 2017 - openaccess.thecvf.com
This paper focuses on the task of room layout estimation from a monocular RGB image. Prior
works break the problem into two sub-tasks: semantic segmentation of floor, walls, ceiling to …

Off-line signature verification based on grey level information using texture features

JF Vargas, MA Ferrer, CM Travieso, JB Alonso - Pattern Recognition, 2011 - Elsevier
A method for conducting off-line handwritten signature verification is described. It works at
the global image level and measures the grey level variations in the image using statistical …

Offline signature verification using a region based deep metric learning network

L Liu, L Huang, F Yin, Y Chen - Pattern Recognition, 2021 - Elsevier
Handwritten signature verification is a widely used biometric for person identity
authentication in document forensics. Despite the tremendous efforts in past research, offline …

A new wrapper feature selection method for language-invariant offline signature verification

D Banerjee, B Chatterjee, P Bhowal… - Expert Systems with …, 2021 - Elsevier
Among various biometric systems, an offline signature verification system has been widely
used in all fields such as in banks, educational institutes, legal procedures and, criminal …

Fixed-sized representation learning from offline handwritten signatures of different sizes

LG Hafemann, LS Oliveira, R Sabourin - International Journal on …, 2018 - Springer
Methods for learning feature representations for offline handwritten signature verification
have been successfully proposed in recent literature, using deep convolutional neural …

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 …

[Retracted] Deformation Adjustment with Single Real Signature Image for Biometric Verification Using CNN

R Kumar, M Saraswat, D Ather… - Computational …, 2022 - Wiley Online Library
Signature verification is the widely used biometric verification method for maintaining
individual privacy. It is generally used in legal documents and in financial transactions. A …