A Quantitative Approach to Beauty. Perceived Attractiveness of Human Faces in World Painting

  • Javier de la Rosa (Author)
  • Juan-Luis Suárez (Author)

Identifiers (Article)


Has human beauty always been perceived in the same manner? We used a set of 120,000 paintings from different periods to analyze human faces between the 13th and the 20th centuries in order to establish whether there has been a single canon of beauty (that would maximize reproduction probabilities) or whether this has changed over time. Our study shows that when measuring averageness, symmetry, and orientation, the representation of human faces has not remained constant and that there are substantial differences between the faces depicted between the 15th and 18th centuries when compared to those of both the 13th and 20th centuries. Especially significant is the decrease in the perceived beauty of faces in 20th-century paintings, as the freedom of artists and the openness of society fostered the representation of different types of human faces other than that of classical styles.

To this article supplementary material can be found at HeiDATA Dataverse Network
Figures S1-5
Tables S1-5
External Database S1. List of paintings and metadata, paintings.xlsx
External Database S2. List of faces and features, faces.xlsx
External Database S3. List of authors and number of paintings, authors.xlsx


How to Cite
de la Rosa, Javier, and Juan-Luis Suárez. 2015. “A Quantitative Approach to Beauty. Perceived Attractiveness of Human Faces in World Painting”. International Journal for Digital Art History, no. 1 (June). https://doi.org/10.11588/dah.2015.1.21640.