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The progress we are currently witnessing in many computer visionapplications, including automatic face analysis, would not be made possiblewithout tremendous efforts in collecting and annotating large scale visualdatabases. To this end, we propose 4DFAB, a new large scale database of dynamichigh-resolution 3D faces (over 1,800,000 3D meshes). 4DFAB contains recordingsof 180 subjects captured in four different sessions spanning over a five-yearperiod. It contains 4D videos of subjects displaying both spontaneous and posedfacial behaviours. The database can be used for both face and facial expressionrecognition, as well as behavioural biometrics. It can also be used to learnvery powerful blendshapes for parametrising facial behaviour. In this paper, weconduct several experiments and demonstrate the usefulness of the database forvarious applications. The database will be made publicly available for researchpurposes.

4DFAB: A Large Scale 4D Facial Expression Database for Biometric Applications