Face PAD for Silicone mask-based attack detection

This package is part of the Bob toolkit and it allows to reproduce the experimental results in the following paper

@article{XCSMAD-TBIOM-2019,
    title = {{Multispectral Deep Embeddings As a Countermeasure To Custom Silicone Mask Presentation Attacks}},
    author = {{K. Kotwal, S. Bhattacharjee, and S. Marcel}},
    journal = {{IEEE Transactions on Biometrics, Behavior, and Identity Science}},
    volume = {00},
    number = {0},
    pages = {000--000},
    month = {{0}},
    year = {2019},
}

If you use this package and/or its results, please cite the paper.

Installation

The installation instructions are based on conda and works on Linux systems only. Install conda before continuing.

Once you have installed conda, download the source code of this paper and unpack it. Then, you can create a conda environment with the following command:

$ cd bob.paper.xcsmad_facepad
$ conda env create -f environment.yml
$ conda activate bob.paper.xcsmad_facepad
$ buildout

This will install all the required software to reproduce this paper.

Documentation

For further documentation on this package, please read the Documentation. For a list of tutorials on this or the other packages of Bob, or information on submitting issues, asking questions and starting discussions, please visit its website.

Contact

For questions or reporting issues to this software package, contact our development mailing list.