Multistage Convolutional Neural Network With Deformable Attention for Word-Level Offline Text-Independent Writer Identification

Multistage Convolutional Neural Network With Deformable Attention for Word-Level Offline Text-Independent Writer Identification

Offline writer identification is an essential component of biometric and forensic security fields, focusing on identifying the authors of handwritten documents in physical form. Historically, this approach has focused on text-dependent identification using page-level document images containing multi...

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Bibliographic Details
Main Author: Manabu Okawa
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Biometrics
computer vision
convolutional neural network
deformable convolutional networks
forensics
writer identification
Online Access:https://ieeexplore.ieee.org/document/11072706/
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https://ieeexplore.ieee.org/document/11072706/

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