Matches in SemOpenAlex for { <https://semopenalex.org/work/W3134760280> ?p ?o ?g. }
- W3134760280 abstract "We present NeX, a new approach to novel view synthesis based on enhancements of multiplane image (MPI) that can reproduce next-level view-dependent effects -- in real time. Unlike traditional MPI that uses a set of simple RGB$alpha$ planes, our technique models view-dependent effects by instead parameterizing each pixel as a linear combination of basis functions learned from a neural network. Moreover, we propose a hybrid implicit-explicit modeling strategy that improves upon fine detail and produces state-of-the-art results. Our method is evaluated on benchmark forward-facing datasets as well as our newly-introduced dataset designed to test the limit of view-dependent modeling with significantly more challenging effects such as rainbow reflections on a CD. Our method achieves the best overall scores across all major metrics on these datasets with more than 1000$times$ faster rendering time than the state of the art. For real-time demos, visit this https URL" @default.
- W3134760280 created "2021-03-15" @default.
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- W3134760280 date "2021-03-09" @default.
- W3134760280 modified "2023-09-26" @default.
- W3134760280 title "NeX: Real-time View Synthesis with Neural Basis Expansion" @default.
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