Learning Material-Aware Local Descriptors for 3D Shapes

3DV, pp. 150-159, 2018.

Cited by: 0|Bibtex|Views93|DOI:https://doi.org/10.1109/3dv.2018.00027
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Other Links: dblp.uni-trier.de|academic.microsoft.com|arxiv.org

Abstract:

Material understanding is critical for design, geometric modeling, and analysis of functional objects. We enable material-aware 3D shape analysis by employing a projective convolutional neural network architecture to learn material- aware descriptors from view-based representations of 3D points for point-wise material classification or ma...More

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