Pairwise weak geometric consistency for large scale image search

@inproceedings{Xie2011PairwiseWG,
  title={Pairwise weak geometric consistency for large scale image search},
  author={Hongtao Xie and Ke Gao and Yongdong Zhang and Jintao Li and Yizhi Liu},
  booktitle={ICMR},
  year={2011}
}
State-of-the-art image search systems mostly build on bag-of-features (BOF) representation. As BOF ignores geometric relationships among local features, geometric consistency constraints have been proposed to improve search precision. However, exploiting full geometric constraints are too computational expensive. Weak geometric constraints have strong assumptions and can only deal with uniform transformations. To handle view point changes and nonrigid deformations, in this paper we present a… CONTINUE READING
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