Neural Radiance Fields From Sparse RGB-D Images for High-Quality View Synthesis

The recently proposed neural radiance fields (NeRF) use a continuous function formulated as a multi-layer perceptron (MLP) to model the appearance and geometry of a 3D scene. This enables realistic synthesis of novel views, even for scenes with view dependent appearance. Many follow-up works have si...

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Publié dans:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 45(2023), 7 vom: 08. Juli, Seite 8713-8728
Auteur principal: Yuan, Yu-Jie (Auteur)
Autres auteurs: Lai, Yu-Kun, Huang, Yi-Hua, Kobbelt, Leif, Gao, Lin
Format: Article en ligne
Langue:English
Publié: 2023
Accès à la collection:IEEE transactions on pattern analysis and machine intelligence
Sujets:Journal Article