Towards interpretable & robust face recognition

• Main Author: Pattra, Surya Paryanta
• Other Authors: Lin Weisi
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2022
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Image processing and computer vision; Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
• Online Access: https://hdl.handle.net/10356/156565
• Institution: Nanyang Technological University

With the recent advancements of deep learning in computer vision, current state-of-the-art face recognition algorithms have surpassed human-level performance. However, they are not robust against constrained environments, especially image occlusions. To tackle the existing problem of occluded face...