The same red cheeks with the addition of a red forehead and slightly less blue chin showed a person was surprised. Disgust, however, resulted in a very different colour set with a blue/yellow hue around the lips and a red/green hue around the forehead.
The researchers believe that the changes of colour around the face are triggered by the blood flow channelled from the nervous system depending on our state of mind.
To determine whether people can detect human emotion by colour alone, the researchers superimposed the emotional colour hues onto faces that were physically as neutral as possible with no smiles or frowns.
After showing these artificially coloured neutral faces to volunteers, they asked them to guess from a list of 18 different emotions how the person in the picture was feeling.
They found that regardless of ethnicity, skin tone or gender, even complex emotions such as sadly angry, or happily surprised were able to be correctly determined in a neutral face by colour hue alone up to 75 per cent of the time.
Next, the researchers mixed up the colours of one emotion with the physical facial expression of another, for example by overlaying a happy red-cheeked colour on top of an angry face. Although the volunteers couldn't determine what was wrong with the images, they did report that they felt something was "off" with them.
Using this information, the researchers went on to develop computer algorithms capable of determining human emotion with up to 90 per cent accuracy using facial colour alone.
Emotional recognition is already used by computers and works by using a webcam to detect key landmarks on the face such as the corners of your mouth and your eyebrows.
Using machine learning algorithms the computer can then analyse pixels in these regions to determine facial movement and correlate it to known mapped emotions. The addition of this new colour mapping technique has the potential to dramatically increase the accuracy of how computers determine our emotion even when we try to physically hide it through keeping a straight face.
Not only does this new research open up possibilities around emotional intelligence and emotional detection for computers, but also potentially helps the cosmetics industry to create makeup that not only makes people appear younger but also happier.