AUTHOR=Maro Jean-Matthieu , Ieng Sio-Hoi , Benosman Ryad TITLE=Event-Based Gesture Recognition With Dynamic Background Suppression Using Smartphone Computational Capabilities JOURNAL=Frontiers in Neuroscience VOLUME=14 YEAR=2020 URL=https://www.frontiersin.org/journals/neuroscience/articles/10.3389/fnins.2020.00275 DOI=10.3389/fnins.2020.00275 ISSN=1662-453X ABSTRACT=
In this paper, we introduce a framework for dynamic gesture recognition with background suppression operating on the output of a moving event-based camera. The system is developed to operate in real-time using only the computational capabilities of a mobile phone. It introduces a new development around the concept of time-surfaces. It also presents a novel event-based methodology to dynamically remove backgrounds that uses the high temporal resolution properties of event-based cameras. To our knowledge, this is the first Android event-based framework for vision-based recognition of