A Signature Recognition Technique With a Powerful Verification Mechanism Based on CNN and PCA

A Signature Recognition Technique With a Powerful Verification Mechanism Based on CNN and PCA

In this paper, we embed a signature verification mechanism in a previously introduced architecture for signature recognition to detect in-distribution and out-of-distribution random forgeries. In the previous architecture, a CNN was trained on the genuine user training dataset and then used as a fea...

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Bibliographic Details
Main Authors: Gibrael Abosamra, Hadi Oqaibi
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Access
Subjects:
Convolutional neural networks
cosine distance
false negative rate
false positive rate
k-Nearest neighbor algorithm
out-of-distribution detection
Online Access:https://ieeexplore.ieee.org/document/10472494/

Internet

https://ieeexplore.ieee.org/document/10472494/

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