Radar-Based Recognition of Static Hand Gestures in American Sign Language

arXiv:2402.12800v1 Announce Type: new
Abstract: In the fast-paced field of human-computer interaction (HCI) and virtual reality (VR), automatic gesture recognition has become increasingly essential. This is particularly true for the recognition of hand signs, providing an intuitive way to effortlessly navigate and control VR and HCI applications. Considering increased privacy requirements, radar sensors emerge as a compelling alternative to cameras. They operate effectively in low-light conditions without capturing identifiable human details, thanks to their lower resolution and distinct wavelength compared …

abstract american sign language applications arxiv become computer control cs.cv eess.sp gesture recognition gestures hci human human-computer interaction language privacy radar reality recognition true type virtual virtual reality