CodecNeRF: Toward Fast Encoding and Decoding, Compact, and High-quality Novel-view Synthesis

arXiv:2404.04913v1 Announce Type: new
Abstract: Neural Radiance Fields (NeRF) have achieved huge success in effectively capturing and representing 3D objects and scenes. However, several factors have impeded its further proliferation as next-generation 3D media. To establish a ubiquitous presence in everyday media formats, such as images and videos, it is imperative to devise a solution that effectively fulfills three key objectives: fast encoding and decoding time, compact model sizes, and high-quality renderings. Despite significant advancements, a comprehensive algorithm that adequately …

3d objects abstract arxiv compact cs.cv decoding encoding fields however images media nerf neural radiance fields next novel objects quality success synthesis type videos view