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Search results with tag "3d reconstruction"
Unsupervised Learning of Probably Symmetric Deformable 3D ...
openaccess.thecvf.comSingle views only 3D reconstruction Textured Re-lighting Figure 1: Unsupervised learning of 3D deformable objects from in-the-wild images. Left: Training uses only single views of the object category with no additional supervision at all (i.e. no ground-truth 3D information, multiple views, or any prior model of the object).
ffirstname.lastnameg@tue.mpg.de arXiv:2011.12100v2 [cs.CV ...
arxiv.org3D geometry has gained popularity in learning-based 3D reconstruction [11,12,22,59,60,65,67,69,76] and has been extended to scene-level reconstruction [8,13,35,72, 79]. To overcome the need of 3D supervision, several works [50,51,66,81,92] propose differentiable rendering techniques. Mildenhall et al. [61] propose Neural Radiance