Locality preserving binary face representations using auto‐encoders
Abstract Crypto‐biometric schemes, such as fuzzy commitment, require binary sources. A novel approach to binarising biometric data using Deep Neural Networks applied to facial biometric data is introduced. The binary representations are evaluated on the MOBIO and the Labelled Faces in the Wild datab...
| Main Authors: | , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Hindawi-IET
2022-09-01
|
| Series: | IET Biometrics |
| Online Access: | https://doi.org/10.1049/bme2.12096 |