Detection of Age-Induced Makeup Attacks on Face Recognition Systems Using Multi-Layer Deep Features

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

@article{MAKEUP-AIM-TBIOM-2019,
    title = {{Detection of Age-Induced Makeup Attacks on Face Recognition Systems Using Multi-Layer Deep Features}},
    author = {{K. Kotwal, Z. Mostaani, and S. Marcel}},
    journal = {{Submitted to **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 [TBIOM2019].

User guide

• Pre-requisites and Setting-up the experiments
  • Downloading the dataset
  • Downloading the face recognition CNN model
  • Setting up annotation directories
• Executing Experiments for Detection of Makeup Attacks
  • Generating set of commands
  • Running the experiments
• References