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

• المؤلف الرئيسي: Lim, Yee Han
• مؤلفون آخرون: Kong Wai-Kin Adams
• التنسيق: Final Year Project
• اللغة: English
• منشور في: Nanyang Technological University 2021
• الموضوعات: Engineering::Computer science and engineering::Computing methodologies::Image processing and computer vision
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/148060
• المؤسسة: 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...