Eye Know You Too: A DenseNet Architecture for End-to-end Biometric Authentication via Eye Movements. (arXiv:2201.02110v1 [cs.CV])

Plain convolutional neural networks (CNNs) have been used to achieve
state-of-the-art performance in various domains in the past years, including
biometric authentication via eye movements. There have been many relatively
recent improvements to plain CNNs, including residual networks (ResNets) and
densely connected convolutional networks (DenseNets). Although these networks
primarily target image processing domains, they can be easily modified to work
with time series data. We employ a DenseNet architecture for end-to-end
biometric authentication via eye movements. We compare our model …

architecture arxiv authentication cv movements