Example-Based Sketch Segmentation and Labeling Using CRFs

@article{Schneider2016ExampleBasedSS,
  title={Example-Based Sketch Segmentation and Labeling Using CRFs},
  author={Ros{\'a}lia G. Schneider and Tinne Tuytelaars},
  journal={ACM Trans. Graph.},
  year={2016},
  volume={35},
  pages={151:1-151:9}
}
We introduce a new approach for segmentation and label transfer in sketches that substantially improves the state of the art. We build on successful techniques to find how likely each segment is to belong to a label, and use a Conditional Random Field to find the most probable global configuration. Our method is trained fully on the sketch domain, such that it can handle abstract sketches that are very far from 3D meshes. It also requires a small quantity of annotated data, which makes it… CONTINUE READING

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