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Learning Generalizable Light Field Networks from Few Images. (arXiv:2207.11757v1 [cs.CV] CROSS LISTED)
Aug. 10, 2022, 1:12 a.m. | Qian Li, Franck Multon, Adnane Boukhayma
cs.CV updates on arXiv.org arxiv.org
We explore a new strategy for few-shot novel view synthesis based on a neural
light field representation. Given a target camera pose, an implicit neural
network maps each ray to its target pixel's color directly. The network is
conditioned on local ray features generated by coarse volumetric rendering from
an explicit 3D feature volume. This volume is built from the input images using
a 3D ConvNet. Our method achieves competitive performances on synthetic and
real MVS data with respect to …
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