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We study the effects of the additional input to deep multi-view stereo methods in the form of low-quality sensor depth. We modify two state-of-the-art deep multi-view stereo methods for using with the input depth. We show that the additional input depth may improve the quality of deep multi-view stereo.
Oleg Voynov,Aleksander Safin,Savva Ignatiev, andEvgeny Burnaev
"How good MVSNets are at depth fusion", Proc. SPIE 11605, Thirteenth International Conference on Machine Vision, 116050G (4 January 2021); https://doi.org/10.1117/12.2587868
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Oleg Voynov, Aleksander Safin, Savva Ignatiev, Evgeny Burnaev, "How good MVSNets are at depth fusion," Proc. SPIE 11605, Thirteenth International Conference on Machine Vision, 116050G (4 January 2021); https://doi.org/10.1117/12.2587868