AI RESEARCH

Efficient Sensor Fusion for Gesture Recognition on Resource-Constrained Devices

arXiv CS.LG

ArXi:2605.13462v1 Announce Type: new Gesture recognition is a cornerstone of Human-Computer Interaction (HCI) for smart eyewear, enabling natural and device-free control in augmented reality environments. Traditional vision-based approaches face significant challenges regarding power consumption, computational latency, and user privacy. This paper proposes a lightweight, privacy-preserving gesture recognition system based on the fusion of low-resolution Time-of-Flight (ToF) and Infrared (IR) thermal sensors.