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3D-Machine-Learning
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## Part Segmentation
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<b>Learning 3D Mesh Segmentation and Labeling (2010)</b> [[Paper]](https://people.cs.umass.edu/~kalo/papers/LabelMeshes/LabelMeshes.pdf)
<p align="center"><img width="50%" src="https://ai2-s2-public.s3.amazonaws.com/figures/2016-11-08/0bf390e2a14f74bcc8838d5fb1c0c4cc60e92eb7/7-Figure7-1.png" /></p>
<b>Unsupervised Co-Segmentation of a Set of Shapes via Descriptor-Space Spectral Clustering (2011)</b> [[Paper]](https://www.cs.sfu.ca/~haoz/pubs/sidi_siga11_coseg.pdf)
<p align="center"><img width="50%" src="http://people.scs.carleton.ca/~olivervankaick/cosegmentation/results6.png" /></p>
<b>3D Shape Segmentation with Projective Convolutional Networks (2017)</b> [[Paper]](http://people.cs.umass.edu/~kalo/papers/shapepfcn/)
<p align="center"><img width="50%" src="http://people.cs.umass.edu/~kalo/papers/shapepfcn/teaser.jpg" /></p>
<b>Learning Hierarchical Shape Segmentation and Labeling from Online Repositories (2017)</b> [[Paper]](http://cs.stanford.edu/~ericyi/project_page/hier_seg/index.html)
<p align="center"><img width="50%" src="http://cs.stanford.edu/~ericyi/project_page/hier_seg/figures/teaser.jpg" /></p>
## 3D Synthesis/Reconstruction
_Parametric Morphable Model-based methods_