HR-NeRF: advancing realism and accuracy in highlight scene representation

NeRF and its variants excel in novel view synthesis but struggle with scenes featuring specular highlights. To address this limitation, we introduce the Highlight Recovery Network (HRNet), a new architecture that enhances NeRF's ability to capture specular scenes. HRNet incorporates Swish activation...

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Hlavní autoři:	Shufan Dai, Shanqin Wang
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	Frontiers Media S.A. 2025-04-01
Edice:	Frontiers in Neurorobotics
Témata:	scene representation view synthesis image-based rendering volume rendering 3D deep learning spectral bias
On-line přístup:	https://www.frontiersin.org/articles/10.3389/fnbot.2025.1558948/full
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