Fig. 9From: Understanding visual lip-based biometric authentication for mobile devicesqFace: sample frames from a 10-digit sequence. The frames were passed to the LipAuth model to obtain the embedding. The figure also highlights the real-world element of this dataset as all videos are considered ‘neutral lighting’Back to article page