EventNeRF: Neural Radiance Fields from a Single Colour Event Camera. (arXiv:2206.11896v1 [cs.CV])

Learning coordinate-based volumetric 3D scene representations such as neural
radiance fields (NeRF) has been so far studied assuming RGB or RGB-D images as
inputs. At the same time, it is known from the neuroscience literature that
human visual system (HVS) is tailored to process asynchronous brightness
changes rather than synchronous RGB images, in order to build and continuously
update mental 3D representations of the surroundings for navigation and
survival. Visual sensors that were inspired by HVS principles are event
cameras. …

arxiv cv event neural radiance fields