SCINeRF: Neural Radiance Fields from a Snapshot Compressive Image

arXiv:2403.20018v1 Announce Type: cross
Abstract: In this paper, we explore the potential of Snapshot Compressive Imaging (SCI) technique for recovering the underlying 3D scene representation from a single temporal compressed image. SCI is a cost-effective method that enables the recording of high-dimensional data, such as hyperspectral or temporal information, into a single image using low-cost 2D imaging sensors. To achieve this, a series of specially designed 2D masks are usually employed, which not only reduces storage requirements but also offers …

arxiv cs.cv eess.iv fields image neural radiance fields type