Spike-NeRF: Neural Radiance Field Based On Spike Camera

arXiv:2403.16410v1 Announce Type: new
Abstract: As a neuromorphic sensor with high temporal resolution, spike cameras offer notable advantages over traditional cameras in high-speed vision applications such as high-speed optical estimation, depth estimation, and object tracking. Inspired by the success of the spike camera, we proposed Spike-NeRF, the first Neural Radiance Field derived from spike data, to achieve 3D reconstruction and novel viewpoint synthesis of high-speed scenes. Instead of the multi-view images at the same time of NeRF, the inputs of …

abstract advantages applications arxiv cameras cs.cv nerf neural radiance field neuromorphic object optical resolution sensor speed success temporal tracking type vision