An Offline Signature Verification and Forgery Detection Method Based on a Single Known Sample and an Explainable Deep Learning Approach

An Offline Signature Verification and Forgery Detection Method Based on a Single Known Sample and an Explainable Deep Learning Approach

Signature verification is one of the biometric techniques frequently used for personal identification. In many commercial scenarios, such as bank check payment, the signature verification process is based on human examination of a single known sample. Although there is extensive research on automati...

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Bibliographic Details
Main Authors: Hsin-Hsiung Kao, Che-Yen Wen
Format: Article
Language:English
Published: MDPI AG 2020-05-01
Series:Applied Sciences
Subjects:
handwritten signature verification
signature examination
convolutional neural network (CNN)
explainable deep learning
forensic science
Online Access:https://www.mdpi.com/2076-3417/10/11/3716

Internet

https://www.mdpi.com/2076-3417/10/11/3716

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