Learning single-image 3D reconstruction by generative modelling of shape, pose and shading

DOI10.1007/s11263-019-01219-8zbMath1477.68368arXiv1901.06447OpenAlexW2981081013WikidataQ127001225 ScholiaQ127001225MaRDI QIDQ2193559

Paul Henderson, Vittorio Ferrari

Publication date: 20 August 2020

Published in: International Journal of Computer Vision (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1901.06447

zbMATH Keywords

neural networksshape from shadinggenerative modelssingle-image 3D reconstruction

Mathematics Subject Classification ID

Artificial neural networks and deep learning (68T07) Machine vision and scene understanding (68T45)

Uses Software

• Adam
• OpenDR
• Pixel2Mesh
• ShapeNet
• AtlasNet
• "3"D-R2N2

Cites Work

• Shape-from-shading: a survey
• Continuous Shading of Curved Surfaces

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