V2CE: Video to Continuous Events Simulator

arXiv:2309.08891v2 Announce Type: replace
Abstract: Dynamic Vision Sensor (DVS)-based solutions have recently garnered significant interest across various computer vision tasks, offering notable benefits in terms of dynamic range, temporal resolution, and inference speed. However, as a relatively nascent vision sensor compared to Active Pixel Sensor (APS) devices such as RGB cameras, DVS suffers from a dearth of ample labeled datasets. Prior efforts to convert APS data into events often grapple with issues such as a considerable domain shift from real …

abstract arxiv benefits cameras computer computer vision continuous cs.ai cs.cv devices dynamic events however inference pixel resolution sensor simulator solutions speed tasks temporal terms type video vision