NeuralMVS: Bridging Multi-View Stereo and Novel View Synthesis. (arXiv:2108.03880v2 [cs.CV] UPDATED)

Web: http://arxiv.org/abs/2108.03880

Multi-View Stereo (MVS) is a core task in 3D computer vision. With the surge
of novel deep learning methods, learned MVS has surpassed the accuracy of
classical approaches, but still relies on building a memory intensive dense
cost volume. Novel View Synthesis (NVS) is a parallel line of research and has
recently seen an increase in popularity with Neural Radiance Field (NeRF)
models, which optimize a per scene radiance field. However, NeRF methods do not
generalize to novel scenes and …

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