Snapture -- A Novel Neural Architecture for Combined Static and Dynamic Hand Gesture Recognition. (arXiv:2205.15862v1 [cs.CV])

As robots are expected to get more involved in people's everyday lives,
frameworks that enable intuitive user interfaces are in demand. Hand gesture
recognition systems provide a natural way of communication and, thus, are an
integral part of seamless Human-Robot Interaction (HRI). Recent years have
witnessed an immense evolution of computational models powered by deep
learning. However, state-of-the-art models fall short in expanding across
different gesture domains, such as emblems and co-speech. In this paper, we
propose a novel hybrid …

architecture arxiv cv gesture recognition