Resources

This section contains a listing of all ready-to-use resources you can find in this package.


Databases

These configuration files/resources contain parameters of available databases. The configuration files contain at least the following arguments of the bob pad vanilla-pad command:

  • database

  • protocol

  • groups

Replay-Attack Database

Replayattack is a database for face PAD experiments.

The Replay-Attack Database for face spoofing consists of 1300 video clips of photo and video attack attempts to 50 clients, under different lighting conditions. This Database was produced at the Idiap Research Institute, in Switzerland. The reference citation is [CAM12].

You can download the raw data of the Replayattack database by following the link.

Replay-Mobile Database

Replay-Mobile is a database for face PAD experiments.

The Replay-Mobile Database for face spoofing consists of 1030 video clips of photo and video attack attempts to 40 clients, under different lighting conditions. These videos were recorded with current devices from the market – an iPad Mini2 (running iOS) and a LG-G4 smartphone (running Android). This Database was produced at the Idiap Research Institute (Switzerland) within the framework of collaboration with Galician Research and Development Center in Advanced Telecommunications - Gradiant (Spain). The reference citation is [CBVM16].

You can download the raw data of the Replay-Mobile database by following the link.


Available face PAD systems

These configuration files/resources contain parameters of available face PAD systems/algorithms. The configuration files contain at least the following arguments of the bob pad vanilla-pad command:

  • pipeline containing zero, one, or more Transformers and one Classifier

LBP features of facial region + SVM for REPLAY-ATTACK

Image Quality Measures as features of facial region + SVM for REPLAY-ATTACK

Image Quality Measures as features of facial region + GMM-based one-class classifier (anomaly detector)