Sensitivity of Age Estimation Systems to Demographic Factors and Image Quality: Achievements and Challenges

• Published in: IEEE International Conference on Biometrics, Theory, Applications and Systems pp. 1 - 8
• Main Authors: Akbari, Ali, Awais, Muhammad, Kittler, Josef
• Format: Conference Proceeding
• Language: English
• Published: IEEE 28.09.2020
• Subjects: Estimation; Faces; Image resolution; Lighting; Sensitivity analysis; Training

Recently, impressively growing efforts have been devoted to the challenging task of facial age estimation. The improvements in performance achieved by new algorithms are measured on several benchmarking test databases with different characteristics to check on consistency. While this is a valuable m...