Bias Estimation in Face Analytics (BEFA)

FaceGenderID: Exploiting Gender Information in DCNNs Face Recognition Systems

Ruben Vera-Rodriguez,

Marta Blazquez,

Aythami Morales,

Ester Gonzalez-Sosa,

Joao C. Neves,

Hugo Proenca

[pdf]

[bibtex]

@InProceedings{Vera-Rodriguez_2019_CVPR_Workshops,
author = {Vera-Rodriguez, Ruben and Blazquez, Marta and Morales, Aythami and Gonzalez-Sosa, Ester and Neves, Joao C. and Proenca, Hugo},
title = {FaceGenderID: Exploiting Gender Information in DCNNs Face Recognition Systems},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Analyzing and Reducing the Damage of Dataset Bias to Face Recognition With Synthetic Data

Adam Kortylewski,

Bernhard Egger,

Andreas Schneider,

Thomas Gerig,

Andreas Morel-Forster,

Thomas Vetter

[pdf]

[bibtex]

@InProceedings{Kortylewski_2019_CVPR_Workshops,
author = {Kortylewski, Adam and Egger, Bernhard and Schneider, Andreas and Gerig, Thomas and Morel-Forster, Andreas and Vetter, Thomas},
title = {Analyzing and Reducing the Damage of Dataset Bias to Face Recognition With Synthetic Data},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Face Recognition Algorithm Bias: Performance Differences on Images of Children and Adults

Nisha Srinivas,

Karl Ricanek,

Dana Michalski,

David S. Bolme,

Michael King

[pdf]

[bibtex]

@InProceedings{Srinivas_2019_CVPR_Workshops,
author = {Srinivas, Nisha and Ricanek, Karl and Michalski, Dana and Bolme, David S. and King, Michael},
title = {Face Recognition Algorithm Bias: Performance Differences on Images of Children and Adults},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Characterizing the Variability in Face Recognition Accuracy Relative to Race

Krishnapriya K. S,

Kushal Vangara,

Michael C. King,

Vitor Albiero,

Kevin Bowyer

[pdf]

[bibtex]

@InProceedings{S_2019_CVPR_Workshops,
author = {S, Krishnapriya K. and Vangara, Kushal and King, Michael C. and Albiero, Vitor and Bowyer, Kevin},
title = {Characterizing the Variability in Face Recognition Accuracy Relative to Race},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Color-Theoretic Experiments to Understand Unequal Gender Classification Accuracy From Face Images

Vidya Muthukumar

[pdf]

[bibtex]

@InProceedings{Muthukumar_2019_CVPR_Workshops,
author = {Muthukumar, Vidya},
title = {Color-Theoretic Experiments to Understand Unequal Gender Classification Accuracy From Face Images},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}