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Deep user identification model with multiple biometric data.

Hyoung-Kyu SongEbrahim AlAlkeemJaewoong YunTae-Ho KimHyerin YooDasom HeoMyungsu ChaeChan Yeob Yeun
Published in: BMC bioinformatics (2020)
This paper presents an end-to-end approach for multimodal and multitask learning. The proposed model shows robustness on the spoof attack, which can be significant for bio-authentication device. Through results in this study, we suggest a new perspective for human identification task, which performs better than in previous approaches.
Keyphrases
  • endothelial cells
  • bioinformatics analysis
  • big data
  • machine learning
  • data analysis