Remove specular highlight from facial images using deep learning

• المؤلف الرئيسي: Ooi, Yue Ying
• مؤلفون آخرون: Cham Tat Jen
• التنسيق: Final Year Project
• اللغة: English
• منشور في: Nanyang Technological University 2021
• الموضوعات: Engineering::General
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/148186
• المؤسسة: 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...