ridvansalihkuzu / vein-biometrics

A State-of-the-art Solution for Finger-Vein, Palm-Vein, Dorsal-Vein Recognition by Using Deep Learning
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biometric-recognition convolutional-neural-networks deep-learning dorsal-vein dorsal-vein-recognition finger-vein palm-vein vascular-biometrics vein-biometrics

Vein Biometrics

A State-of-the-art solution for finger-vein, palm-vein, dorsal-vein recognition by using deep learning techniques

For the further details, please refer to:

[1] Kuzu, Rıdvan S., Maiorana, E. and Campisi, P. (2020), Vein-based Biometric Verification using Transfer Learning, in 43rd International Conference on Telecommunications and Signal Processing (TSP), pp. 403-409.

[2] Kuzu, Rıdvan S., Piciucco, E., Maiorana, E. and Campisi, P. (2020), On-the-Fly Finger-Vein-Based Biometric Recognition Using Deep Neural Networks, in IEEE Transactions on Information Forensics and Security, vol. 15, pp. 2641-2654, doi: 10.1109/TIFS.2020.2971144.

[3] Kuzu, Rıdvan S., Maiorana, E. and Campisi, P. (2020), Vein-Based Biometric Verification Using Densely-Connected Convolutional Autoencoder, in IEEE Signal Processing Letters, vol. 27, pp. 1869-1873, 2020, doi: 10.1109/LSP.2020.3030533.

[4] Kuzu, Rıdvan S., Maiorana, E. and Campisi, P. (2021), Loss Functions for CNN-based Biometric Vein Recognition, in 28th European Signal Processing Conference (EUSIPCO 2020), pp. 750-754.

[5] Kuzu, Rıdvan S., Maiorana, E. and Campisi, P. (2022),On the Intra-subject Similarity of Hand Vein Patterns in Biometric Recognition, in Expert Systems with Applications, 192, p.116305., doi: 10.1016/j.eswa.2021.116305.

[6] Kuzu, Rıdvan S., Maiorana, E. and Campisi, P. (2023),Gender-Specific Characteristics for Hand-Vein Biometric Recognition: Analysis and Exploitation, in IEEE Access, vol. 11, pp. 11700-11710, 2023, doi: 10.1109/ACCESS.2023.3239894.