Age estimation via attribute-region association

• Main Authors: CHEN, Yiliang, HE, Shengfeng, TAN, Zichang, HAN, Chu, HAN, Guoqiang, QIN, Jing
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2019
• Subjects: Age estimation; Multi-task learning; Attribute-region association; Information Security
• Online Access: https://ink.library.smu.edu.sg/sis_research/7845
• Institution: Singapore Management University

Human age has been treated as an important biometric trait in many practical applications. In this paper, we propose an Attribute-Region Association Network (ARAN) to tackle the challenging age estimation problem. Instead of performing prediction from a global perspective, we delve into the relation...