Blind face restoration dataset for Asians

• Main Author: Wong, Jing Yen
• Other Authors: Chen Change Loy
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Computer and Information Science; Blind face restoration; Dataset
• Online Access: https://hdl.handle.net/10356/175353
• Institution: Nanyang Technological University

High fidelity facial image datasets for Blind Face Restoration (BFR) models often lack diversity in the distribution of ethnic groups. As a result, BFR models trained on such datasets often produces inaccurate facial structures distinct for less represented ethnic groups. In this report, we delve in...