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 …

Signet: Convolutional siamese network for writer independent offline signature verification

S Dey, A Dutta, JI Toledo, SK Ghosh, J Lladós… - arXiv preprint arXiv …, 2017 - arxiv.org
Offline signature verification is one of the most challenging tasks in biometrics and document
forensics. Unlike other verification problems, it needs to model minute but critical details …

Writer-independent off-line signature verification using surroundedness feature

R Kumar, JD Sharma, B Chanda - Pattern recognition letters, 2012 - Elsevier
The paper presents a novel set of features based on surroundedness property of a signature
(image in binary form) for off-line signature verification. The proposed feature set describes …

A new signature verification technique based on a two-stage neural network classifier

H Baltzakis, N Papamarkos - Engineering applications of Artificial …, 2001 - Elsevier
This paper presents a new technique for off-line signature recognition and verification. The
proposed system is based on global, grid and texture features. For each one of these feature …

Siamese convolutional neural network-based twin structure model for independent offline signature verification

N Sharma, S Gupta, HG Mohamed, D Anand… - Sustainability, 2022 - mdpi.com
One of the toughest biometrics and document forensics problems is confirming a signature's
authenticity and legal identity. A forgery may vary from a genuine signature by specific …

[PDF][PDF] Biometrics verification: a literature survey

AH Mir, S Rubab, ZA Jhat - … Journal of Computing and ICT Research, 2011 - academia.edu
Biometric verification refers to an automatic verification of a person based on some specific
biometric features derived from his/her physiological and/or behavioral characteristics. A …

Off-line signature verification using DTW

AP Shanker, AN Rajagopalan - Pattern recognition letters, 2007 - Elsevier
In this paper, we propose a signature verification system based on Dynamic Time Warping
(DTW). The method works by extracting the vertical projection feature from signature images …

A methodology for feature selection using multiobjective genetic algorithms for handwritten digit string recognition

LS Oliveira, R Sabourin, F Bortolozzi… - International Journal of …, 2003 - World Scientific
In this paper a methodology for feature selection for the handwritten digit string recognition is
proposed. Its novelty lies in the use of a multiobjective genetic algorithm where sensitivity …

[图书][B] Real life applications of soft computing

A Shukla, R Tiwari, R Kala - 2010 - books.google.com
Rapid advancements in the application of soft computing tools and techniques have proven
valuable in the development of highly scalable systems. Although many resources on the …

Support vector machines versus multi-layer perceptrons for efficient off-line signature recognition

E Frias-Martinez, A Sanchez, J Velez - Engineering Applications of Artificial …, 2006 - Elsevier
The problem of automatic signature recognition has received little attention in comparison
with the problem of signature verification despite its potential applications for accessing …