A novel fingerprint recognition method based on a Siamese neural network
Z Li, Y Wang, Z Yang, X Tian, L Zhai, X Wu… - Journal of Intelligent …, 2022 - degruyter.com
Fingerprint recognition is the most widely used identification method at present. However, it
still falls short in terms of cross-platform and algorithmic complexity, which exerts a certain
effect on the migration of fingerprint data and the development of the system. The
conventional image recognition methods require offline standard databases constructed in
advance for image access efficiency. The database can provide a pre-processed image via
a specific method that probably is compatible merely with the specific recognition algorithm …
still falls short in terms of cross-platform and algorithmic complexity, which exerts a certain
effect on the migration of fingerprint data and the development of the system. The
conventional image recognition methods require offline standard databases constructed in
advance for image access efficiency. The database can provide a pre-processed image via
a specific method that probably is compatible merely with the specific recognition algorithm …
A novel fingerprint recognition method based on a Siamese neural network
Y Zhang, L Huang, S Gu, J Yu, X Wu, L Zhai, X Tian… - 2022 - philpapers.org
Fingerprint recognition is the most widely used identification method at present. However, it
still falls short in terms of cross-platform and algorithmic complexity, which exerts a certain
effect on the migration of fingerprint data and the development of the system. The
conventional image recognition methods require offline standard databases constructed in
advance for image access efficiency. The database can provide a pre-processed image via
a specific method that probably is compatible merely with the specific recognition algorithm …
still falls short in terms of cross-platform and algorithmic complexity, which exerts a certain
effect on the migration of fingerprint data and the development of the system. The
conventional image recognition methods require offline standard databases constructed in
advance for image access efficiency. The database can provide a pre-processed image via
a specific method that probably is compatible merely with the specific recognition algorithm …
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