Joint optimization of fitting & matching in multi-view reconstruction

@article{Isack2013JointOO,
  title={Joint optimization of fitting & matching in multi-view reconstruction},
  author={Hossam N. Isack and Yuri Boykov},
  journal={CoRR},
  year={2013},
  volume={abs/1303.2607}
}
Many standard approaches to geometric model fitting are based on prematched image features. Typically, such pre-matching uses only feature appearances (e.g. SIFT) and a large number of non-unique features must be discarded in order to control the false positive rate. In contrast, we solve feature matching and multi-model fitting problems in a joint optimization framework. This paper proposes several fit-&-match energy formulations based on a generalization of the assignment problem. To find… CONTINUE READING

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