Robust regression with deep CNNs for facial age estimation: An empirical study

Fadi Dornaika, Salah Eddine Bekhouche, Ignacio Arganda-Carreras

Abstract: Highlights•The letter proposes deep CNN models for facial age estimation.•It opens the door for the use of robust loss functions in Deep CNNs.•Empirical evaluations are provided on four public datasets.•The Adpative loss function seems to be a promising loss function.