Maximum-Margin Coupled Mappings for cross-domain matching

@article{Siena2013MaximumMarginCM,
  title={Maximum-Margin Coupled Mappings for cross-domain matching},
  author={Stephen Siena and Vishnu Naresh Boddeti and B. V. K. Vijaya Kumar},
  journal={2013 IEEE Sixth International Conference on Biometrics: Theory, Applications and Systems (BTAS)},
  year={2013},
  pages={1-8}
}
Biometrics systems typically work best in settings where probe samples are captured in the same manner as the training set. When biometrics are acquired under different conditions or with different sensors, naïve approaches to recognition perform poorly. Coupled mappings have been introduced for performing face recognition across different resolutions, and learn a common subspace between different domains. In this paper, we introduce Maximum-Margin Coupled Mappings (MMCM), which aims to learn… CONTINUE READING

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