Multi-View Supervision for Single-View Reconstruction via Differentiable Ray Consistency

We study the notion of consistency between a 3D shape and a 2D observation and propose a differentiable formulation which allows computing gradients of the 3D shape given an observation from an arbitrary view. We do so by reformulating view consistency using a differentiable ray consistency (DRC) te...

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Bibliographische Detailangaben

Veröffentlicht in:	IEEE transactions on pattern analysis and machine intelligence. - 1979. - 44(2022), 12 vom: 14. Dez., Seite 8754-8765
1. Verfasser:	Tulsiani, Shubham (VerfasserIn)
Weitere Verfasser:	Zhou, Tinghui, Efros, Alexei A, Malik, Jitendra
Format:	Online-Aufsatz
Sprache:	English
Veröffentlicht:	2022
Zugriff auf das übergeordnete Werk:	IEEE transactions on pattern analysis and machine intelligence
Schlagworte:	Journal Article