An automatic procedure that grades some facial skin structural signs: agreements and validation with clinical assessments made by dermatologists.

This automatic scoring system offers a promising approach in the harmonization of Dermatological assessments of skin facial signs and their changes with age or the follow up of anti-aging treatments.