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QualFace: Adapting Deep Learning Face Recognition for ID and Travel Documents with Quality Assessment

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QualFace

Materials (subset list of VGGFace2, list of ID compliant face images selected from FRGC_V2, 1-1 verification protocols) from the paper: QualFace: Adapting Deep Learning Face Recognition for ID and Travel Documents with Quality Assessment. João Tremoço, Iurii Medvedev, Nuno Gonçalves.

Acknowledgment.

The work Is supported by The Portuguese Mint and Official Printing Office (INCM)

https://incm.pt/

And Institute of Systems and Robotics of University of Coimbra (ISR UC)

https://www.isr.uc.pt/

Citation

If you find the result of this work usefull in your research, please consider to cite the following papers:

@inproceedings{TremocoMG21,
  author    = {Jo{\~{a}}o Tremo{\c{c}}o and
               Iurii Medvedev and
               Nuno Gon{\c{c}}alves},
  editor    = {Arslan Br{\"{o}}mme and
               Christoph Busch and
               Naser Damer and
               Antitza Dantcheva and
               Marta Gomez{-}Barrero and
               Kiran B. Raja and
               Christian Rathgeb and
               Ana F. Sequeira and
               Andreas Uhl},
  title     = {QualFace: Adapting Deep Learning Face Recognition for {ID} and Travel
               Documents with Quality Assessment},
  booktitle = {Proceedings of the 20th International Conference of the Biometrics
               Special Interest Group, {BIOSIG} 2021, Digital Conference, September
               15-17, 2021},
  series    = {{LNI}},
  volume    = {{P-315}},
  pages     = {147--158},
  publisher = {Gesellschaft f{\"{u}}r Informatik e.V.},
  year      = {2021},
  url       = {https://dl.gi.de/20.500.12116/37449},
  doi       = {10.1109/BIOSIG52210.2021.9548309},
}

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