Fig. 2From: Understanding visual lip-based biometric authentication for mobile devicesLipAuth training overview. LipAuth was trained using a Siamese network architecture as shown here. Training data is organised in triplets, where each element of the triplet is passed to a branch containing an identical LipAuth model. The triplet loss updates the LipAuth weights identically in each branchBack to article page