PERF: Panoramic Neural Radiance Field From a Single Panorama

Neural Radiance Field (NeRF) has achieved substantial progress in novel view synthesis given multi-view images. Recently, some works have attempted to train a NeRF from a single image with 3D priors. They mainly focus on a limited field of view with a few occlusions, which greatly limits their scala...

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Bibliographic Details
Published in:IEEE transactions on pattern analysis and machine intelligence 2024-10, Vol.46 (10), p.6905-6918
Main Authors: Wang, Guangcong, Wang, Peng, Chen, Zhaoxi, Wang, Wenping, Loy, Chen Change, Liu, Ziwei
Format: Article
Language:English
Subjects:
3D scene synthesis
Cameras
Collaboration
Geometry
Image reconstruction
novel view synthesis
panoramic neural radiance field
Semantics
single panorama
Three-dimensional displays
Training
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