De-identification of profile pictures while retaining facial features using generative adversarial networks

• 主要作者: Lim, Yee Han
• 其他作者: Kong Wai-Kin Adams
• 格式: Final Year Project
• 語言: English
• 出版: Nanyang Technological University 2021
• 主題: Engineering::Computer science and engineering::Computing methodologies::Image processing and computer vision
• 在線閱讀: https://hdl.handle.net/10356/148060
• 機構: Nanyang Technological University

In this paper, we propose a method to perform de-identification of profile pictures by using Generative Adversarial Networks (GANs) to generate similar images of people. The goal is to maximally mask the identity of the individual, by making them unrecognisable to their friends and family, while ret...