Learning to predict 3D surfaces of sculptures from single and multiple views

The objective of this work is to reconstruct the 3D surfaces of sculptures from one or more images using a view-dependent representation. To this end, we train a network, SiDeNet, to predict the Silhouette and Depth of the surface given a variable number of images; the silhouette is predicted at a d...

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Bibliographic Details
Main Authors: Wiles, O, Zisserman, A
Format: Journal article
Published: Springer 2018