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We acquired the appearance of 56 human faces, both without and with professional makeup. To this end, we use a controlled\u2010light setup, which allows to capture detailed facial appearance information, such as diffuse reflectance, normals, subsurface\u2010scattering, specularity, or glossiness. A 3D morphable face model is used to obtain 3D positional information and to register all faces into a common parameterization. We then define makeup to be the change of facial appearance and use the acquired database to find a mapping from the space of human facial appearance to makeup. Our main application is to use this mapping to suggest the best\u2010fit makeup for novel faces that are not in the database. Further applications are makeup transfer, automatic rating of makeup, makeup\u2010training, or makeup\u2010exaggeration. As our makeup representation captures a change in reflectance and scattering, it allows us to synthesize faces with makeup in novel 3D views and novel lighting with high realism. The effectiveness of our approach is further validated in a user\u2010study.<\/jats:p>","DOI":"10.1111\/j.1467-8659.2011.01874.x","type":"journal-article","created":{"date-parts":[[2011,4,28]],"date-time":"2011-04-28T10:44:07Z","timestamp":1303987447000},"page":"485-492","update-policy":"http:\/\/dx.doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":63,"title":["Computer\u2010Suggested Facial Makeup"],"prefix":"10.1111","volume":"30","author":[{"given":"Kristina","family":"Scherbaum","sequence":"first","affiliation":[]},{"given":"Tobias","family":"Ritschel","sequence":"additional","affiliation":[]},{"given":"Matthias","family":"Hullin","sequence":"additional","affiliation":[]},{"given":"Thorsten","family":"Thorm\u00e4hlen","sequence":"additional","affiliation":[]},{"given":"Volker","family":"Blanz","sequence":"additional","affiliation":[]},{"given":"Hans\u2010Peter","family":"Seidel","sequence":"additional","affiliation":[]}],"member":"311","published-online":{"date-parts":[[2011,4,28]]},"reference":[{"key":"e_1_2_8_2_2","doi-asserted-by":"crossref","unstructured":"BlanzV. 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