Web: http://arxiv.org/abs/2207.14741

Sept. 16, 2022, 1:15 a.m. | Zelin Zhao, Jiaya Jia

cs.CV updates on arXiv.org arxiv.org

In this paper, we present a simple seq2seq formulation for view synthesis
where we take a set of ray points as input and output colors corresponding to
the rays. Directly applying a standard transformer on this seq2seq formulation
has two limitations. First, the standard attention cannot successfully fit the
volumetric rendering procedure, and therefore high-frequency components are
missing in the synthesized views. Second, applying global attention to all rays
and pixels is extremely inefficient. Inspired by the neural radiance field …

arxiv attention nerf

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