A Perspective Analysis of Handwritten Signature Technology

Author:

Diaz Moises1ORCID,Ferrer Miguel A.2,Impedovo Donato3,Malik Muhammad Imran4,Pirlo Giuseppe3,Plamondon Réjean5

Affiliation:

1. Universidad del Atlantico Medio, Las Palmas de Gran Canaria, Spain

2. Universidad de Las Palmas de Gran Canaria, Spain

3. University of Bari, Bari, Italy

4. National University of Sciences and Technology, Islamabad, Pakistan

5. École Polytechnique of Montréal, Canada

Abstract

Handwritten signatures are biometric traits at the center of debate in the scientific community. Over the last 40 years, the interest in signature studies has grown steadily, having as its main reference the application of automatic signature verification, as previously published reviews in 1989, 2000, and 2008 bear witness. Ever since, and over the last 10 years, the application of handwritten signature technology has strongly evolved and much research has focused on the possibility of applying systems based on handwritten signature analysis and processing to a multitude of new fields. After several years of haphazard growth of this research area, it is time to assess its current developments for their applicability in order to draw a structured way forward. This perspective reports a systematic review of the last 10 years of the literature on handwritten signatures with respect to the new scenario, focusing on the most promising domains of research and trying to elicit possible future research directions in this subject.

Funder

MIMECO

NSERC-Canada Grant

Publisher

Association for Computing Machinery (ACM)

Subject

General Computer Science,Theoretical Computer Science

Reference277 articles.

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3. K. Ahrabian and B. Babaali. 2017. On usage of autoencoders and siamese networks for online handwritten signature verification. Corr (2017). arXiv:1712.02781 K. Ahrabian and B. Babaali. 2017. On usage of autoencoders and siamese networks for online handwritten signature verification. Corr (2017). arXiv:1712.02781

4. A novel database for automatic processing of Persian handwritten bank checks

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