Practical and Efficient Multi-view Matching

@article{Maset2017PracticalAE,
  title={Practical and Efficient Multi-view Matching},
  author={Eleonora Maset and Federica Arrigoni and Andrea Fusiello},
  journal={2017 IEEE International Conference on Computer Vision (ICCV)},
  year={2017},
  pages={4578-4586}
}
In this paper we propose a novel solution to the multi-view matching problem that, given a set of noisy pairwise correspondences, jointly updates them so as to maximize their consistency. Our method is based on a spectral decomposition, resulting in a closed-form efficient algorithm, in contrast to other iterative techniques that can be found in the literature. Experiments on both synthetic and real datasets show that our method achieves comparable or superior accuracy to state-of-the-art… CONTINUE READING

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