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Offline Handwriting Writer Identification using Depth-wise Separable Convolution with Siamese Network

Offline handwriting writer identification has significant implications for forensic investigations and biometric authentication. Handwriting, as a distinctive biometric trait, provides insights into individual identity. Despite advancements in handcrafted algorithms and deep learning techniques, the...

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Principais autores: Wirmanto Suteddy, Devi Aprianti Rimadhani Agustini, Dastin Aryo Atmanto
Formato: Artigo
Idioma:Inglês
Publicado em: Society of Visual Informatics 2024-03-01
coleção:JOIV: International Journal on Informatics Visualization
Assuntos:
offline handwriting
writer identification
siamese network
similarity approach
depth-wise separable convolution
Acesso em linha:https://joiv.org/index.php/joiv/article/view/2148
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