DISFA+

The Extended Denver Intensity of Spontaneous Facial Action Database is an extension of DISFA, a previously released and well-accepted face dataset. Extended DISFA (DISFA+) has the following features: 1) it contains a large set of posed and non-posed facial expressions data for a same group of individuals, 2) it provides the manually labeled frame-based annotations of 5-level intensity of twelve FACS facial actions, 3) it provides meta data (i.e. facial landmark points in addition to the self-report of each individual regarding every posed facial expression). More description about DISFA+ can be found in our paper presented in CVPRW’16 here [pdf]. This dataset is suitable for those who want to study differences between posed and non-posed action units and dynamics of facial expressions (see Fig. 1).

Publication PDF: Extended DISFA Dataset: Investigating Posed and Spontaneous Facial Expressions