Methods and strategies for improving the novel view synthesis quality of neural radiation field

arXiv:2401.12451v2 Announce Type: replace
Abstract: Neural Radiation Field (NeRF) technology can learn a 3D implicit model of a scene from 2D images and synthesize realistic novel view images. This technology has received widespread attention from the industry and has good application prospects. In response to the problem that the rendering quality of NeRF images needs to be improved, many researchers have proposed various methods to improve the rendering quality in the past three years. The latest relevant papers are classified …

abstract application arxiv attention cs.ai cs.cv good images improving industry learn nerf novel prospects quality strategies synthesis technology type view