Corpus ID: 214795329

# Deformation-Aware 3D Model Embedding and Retrieval

@article{Uy2020DeformationAware3M,
title={Deformation-Aware 3D Model Embedding and Retrieval},
author={Mikaela Angelina Uy and Jingwei Huang and Minhyuk Sung and Tolga Birdal and L. Guibas},
journal={ArXiv},
year={2020},
volume={abs/2004.01228}
}
• Mikaela Angelina Uy, +2 authors L. Guibas
• Published 2020
• Computer Science, Engineering
• ArXiv
• We introduce a new problem of $\textit{retrieving}$ 3D models that are not just similar but are deformable to a given query shape. We then present a novel deep $\textit{deformation-aware}$ embedding to solve this retrieval task. 3D model retrieval is a fundamental operation for recovering a clean and complete 3D model from a noisy and partial 3D scan. However, given a finite collection of 3D shapes, even the closest model to a query may not be a satisfactory reconstruction. This motivates us to… CONTINUE READING

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