Mixture-of-Parts Pictorial Structures for Objects with Variable Part Sets

@article{Hess2007MixtureofPartsPS,
  title={Mixture-of-Parts Pictorial Structures for Objects with Variable Part Sets},
  author={Robin Hess and Alan Fern and Eric N. Mortensen},
  journal={2007 IEEE 11th International Conference on Computer Vision},
  year={2007},
  pages={1-8}
}
For many multi-part object classes, the set of parts can vary not only in location but also in type. For example, player formations in American football involve various subsets of player types, and the spatial constraints among players depend largely upon which subset of player types constitutes the formation. In this work, we study the problem of localizing and classifying the parts of such objects. Pictorial structures provide an efficient and robust mechanism for localizing object parts… CONTINUE READING
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