Remove specular highlight from facial images using deep learning

• Main Author: Ooi, Yue Ying
• Other Authors: Cham Tat Jen
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2021
• Subjects: Engineering::General
• Online Access: https://hdl.handle.net/10356/148186
• Institution: Nanyang Technological University

In this paper, I present an image pre-processing technique, known as specular highlight removal in facial images. In comparison to previous works that depend on physical and statistical properties of human skin and faces, I propose a deep learning algorithm using autoencoder to generate highlight-fr...