| Title: | Towards Creation of SmileID Obtained from Face Biometrics Binded to Concantenated Error-Correcting Codes |
| Authors: | Assanovich, B. |
| Keywords: | материалы конференций;conference proceedings;autoencoder;biometric features;smile imprint;fuzzy commitment;concatenated ReedSolomon codes |
| Issue Date: | 2021 |
| Publisher: | UIIP NASB |
| Citation: | Assanovich, B. Towards Creation of SmileID Obtained from Face Biometrics Binded to Concantenated Error-Correcting Codes / Assanovich B. // Pattern Recognition and Information Processing (PRIP'2021) = Распознавание образов и обработка информации (2021) : Proceedings of the 15th International Conference, 21–24 Sept. 2021, Minsk, Belarus / United Institute of Informatics Problems of the National Academy of Sciences of Belarus. – Minsk, 2021. – P. 65–69. |
| Abstract: | A new biometric system based on smile imprint obtained from face video frames with the use of stacked autoencoder and fuzzy commitment scheme exploiting the concatenated Reed-Solomon and linear error-correcting codes has been proposed. The performance of system verified with smiles from UvANEMO database has shown the achievement of FRR=0.5-1% for data size of 31-63 elements. |
| URI: | https://libeldoc.bsuir.by/handle/123456789/45776 |
| Appears in Collections: | Pattern Recognition and Information Processing (PRIP'2021) = Распознавание образов и обработка информации (2021)
|
