Depth-Guided Optimization of Neural Radiance Fields for Indoor Multi-View Stereo

In this work, we present a new multi-view depth estimation method NerfingMVS that utilizes both conventional reconstruction and learning-based priors over the recently proposed neural radiance fields (NeRF). Unlike existing neural network based optimization method that relies on estimated correspond...

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Bibliographische Detailangaben

Veröffentlicht in:	IEEE transactions on pattern analysis and machine intelligence. - 1979. - 45(2023), 9 vom: 29. Sept., Seite 10835-10849
1. Verfasser:	Wei, Yi (VerfasserIn)
Weitere Verfasser:	Liu, Shaohui, Zhou, Jie, Lu, Jiwen
Format:	Online-Aufsatz
Sprache:	English
Veröffentlicht:	2023
Zugriff auf das übergeordnete Werk:	IEEE transactions on pattern analysis and machine intelligence
Schlagworte:	Journal Article