Geometry-based Superpixel Segmentation - Introduction of Planar Hypothesis for Superpixel Construction

@inproceedings{Bauda2015GeometrybasedSS,
  title={Geometry-based Superpixel Segmentation - Introduction of Planar Hypothesis for Superpixel Construction},
  author={Marie-Anne Bauda and Sylvie Chambon and Pierre Gurdjos and Vincent Charvillat},
  booktitle={VISAPP},
  year={2015}
}
Superpixel segmentation is widely used in the preprocessing step of many applications. Most of existing methods are based on a photometric criterion combined to the position of the pixels. In the same way as the Simple Linear Iterative Clustering (SLIC) method, based on k-means segmentation, a new algorithm is introduced. The main contribution lies on the definition of a new distance for the construction of the superpixels. This distance takes into account both the surface normals and a… CONTINUE READING

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