Application of generative models to augment IMU signals in gait biometrics

This paper presents the impact of data augmentation on the performance of biometrics gait system. The carried out work demonstrates the concept of using generative models in the form of data distribution modelling neural networks as data augmentation mechanism. The work proposed an artificial neural...