Siamese Networks With Attention for User-Independent Offline Handwritten Signature Verification
Ibtissem Hadj Ali, Mohamed Ali Mahjoub · 2023
Signatures are one of the most relevant and convenient methods for user verification, despite their vulnerability to skilled tampering. In this work, we propose a user-independent offline signature verification technique based on the Siamese architecture. For the feature extraction step, we use an improved residual network by incorporating channel wise attention. Experiments conducted on the CEDAR database have validated the effectiveness and strength of our approach.