Faten Chaieb

Geometric Deep Neural Network Using Rigid and Non-Rigid Transformations for Human Action Recognition

Deep Learning architectures, albeit successful in mostcomputer vision tasks, were designed for data with an un-derlying Euclidean structure, which is not usually fulfilledsince pre-processed data may lie on a non-linear space.In this paper, we propose a geometry aware deep learn-ing approach using r…