Factorized Graph Matching

@article{Zhou2016FactorizedGM,
  title={Factorized Graph Matching},
  author={Feng Zhou and Fernando De la Torre},
  journal={IEEE Trans. Pattern Anal. Mach. Intell.},
  year={2016},
  volume={38},
  pages={1774-1789}
}
  • Feng Zhou, Fernando De la Torre
  • Published in
    IEEE Trans. Pattern Anal…
    2016
  • Computer Science
  • Graph matching (GM) is a fundamental problem in computer science, and it plays a central role to solve correspondence problems in computer vision. GM problems that incorporate pairwise constraints can be formulated as a quadratic assignment problem (QAP). Although widely used, solving the correspondence problem through GM has two main limitations: (1) the QAP is NP-hard and difficult to approximate; (2) GM algorithms do not incorporate geometric constraints between nodes that are natural in… CONTINUE READING

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