Makeup Induced Face Spoofing (MIFS)
Available for download here.A face image dataset collected from YouTube videos of makeup impersonations. Some YouTube users upload videos of themselves applying makeup to look like certain celebrities. We collected 4 images from each video, 2 before-makeup images and 2 after-makeup images. We also collect 2 target images (genuine images of the person a YouTube user is attempting to impersonate). However, it is important to note that the target images are not necessarily those used by the YouTube user as a reference during the makeup transformation process. There are 107 makeup transformations with 6 images each.
Publications
C. Chen, A. Dantcheva, T. Swearingen, A. Ross, "Spoofing Faces Using Makeup: An Investigative Study," Proc. of 3rd IEEE International Conference on Identity, Security and Behavior Analysis (ISBA 2017), (New Delhi, India), February 2017.