Scene Recognition on the Semantic Manifold

@inproceedings{Kwitt2012SceneRO,
  title={Scene Recognition on the Semantic Manifold},
  author={Roland Kwitt and Nuno Vasconcelos and Nikhil Rasiwasia},
  booktitle={ECCV},
  year={2012}
}
A new architecture, denoted spatial pyramid matching on the semantic manifold (SPMSM), is proposed for scene recognition. SPMSM is based on a recent image representation on a semantic probability simplex, which is now augmented with a rough encoding of spatial information. A connection between the semantic simplex and a Riemmanian manifold is established, so as to equip the architecture with a similarity measure that respects the manifold structure of the semantic space. It is then argued that… CONTINUE READING
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