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MIP-plicits: Level of Detail Factorization of Neural Implicits Sphere Tracing [article]

Vinícius da Silva, Tiago Novello, Guilherme Schardong, Luiz Schirmer, Hélio Lopes, Luiz Velho
2022 arXiv   pre-print

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https://web.archive.org/web/20220127212458/https://arxiv.org/pdf/2201.09147v1.pdf

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We rely on the iterative nature of the sphere tracing algorithm, the spatial continuity of the Neural Implicit representation, and the association of the network architecture complexity with the details  ...  We introduce MIP-plicits, a novel approach for rendering 3D and 4D Neural Implicits that divide the problem into macro and meso components.  ...  We propose MIP-plicits, a novel approach that factorizes Neural Implicit Sphere Tracing into macro and meso components.  ... 
arXiv:2201.09147v1 fatcat:rr27c4e32zhjvghdcevdxwvqhm
Citation

Vinícius da Silva, Tiago Novello, Guilherme Schardong, Luiz Schirmer, Hélio Lopes, Luiz Velho. "MIP-plicits: Level of Detail Factorization of Neural Implicits Sphere Tracing." arXiv (2022)