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Face Averaging

Scientists and philosophers have been debating the definition of beauty for centuries. Based upon our research, we believe that a facial configuration close to the population mean is fundamental to attractiveness (for more details, visit our Research Page. To test this and related questions, we create images that are averages of various numbers of faces using image morphing technology.

Mathematically Averaged Caucasian Female Faces
female 4 face composite female 8 face composite female 16 face composite female 32 face composite
4 Face Composite 8 Face Composite 16 Face Composite 32 Face Composite
 
Mathematically Averaged Caucasian Male Faces
female 4 face composite female 8 face composite female 16 face composite female 32 face composite
4 Face Composite 8 Face Composite 16 Face Composite 32 Face Composite
 
Mathematically Averaged Caucasian Male Faces
male 4 face composite male 4 face composite male 4 face composite male 4 face composite
4 Face Composite 8 Face Composite 16 Face Composite 32 Face Composite

To create these faces, images of male and female college students are digitized (turned in little dots of lightness and darkness called "pixels"). Because images of faces can be represented by a matrix of pixel values, we can mathematically average them together. Once digitized and averaged together, we can turn the pixel values back into images and have the composite faces rated for attractiveness (see Langlois & Roggman, 1990; Langlois et al., 1994). Would you like to see image morphing in action? Take a look at our movies using actual faces and the resulting face composites:





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