EventTransAct: A Video Transformer-Based Framework for Event-Camera Based Action Recognition

Tristan de Blegiers,Ishan Rajendrakumar Dave,Adeel Yousaf,Mubarak Shah,Tristan de Blegiers,Ishan Rajendrakumar Dave,Adeel Yousaf,Mubarak Shah

Recognizing and comprehending human actions and gestures is a crucial perception requirement for robots to interact with humans and carry out tasks in diverse domains, including service robotics, healthcare, and manufacturing. Event cameras, with their ability to capture fast-moving objects at a high temporal resolution, offer new opportunities compared to standard action recognition in RGB videos...