Scalable Recognition with a Vocabulary Tree

@article{Nistr2006ScalableRW,
  title={Scalable Recognition with a Vocabulary Tree},
  author={David Nist{\'e}r and Henrik Stew{\'e}nius},
  journal={2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'06)},
  year={2006},
  volume={2},
  pages={2161-2168}
}
A recognition scheme that scales efficiently to a large number of objects is presented. The efficiency and quality is exhibited in a live demonstration that recognizes CD-covers from a database of 40000 images of popular music CD’s. The scheme builds upon popular techniques of indexing descriptors extracted from local regions, and is robust to background clutter and occlusion. The local region descriptors are hierarchically quantized in a vocabulary tree. The vocabulary tree allows a larger and… CONTINUE READING

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