Image and video generation via deep learning

• Main Author: Jiang, Liming
• Other Authors: Chen Change Loy
• Format: Thesis-Doctor of Philosophy
• Language: English
• Published: Nanyang Technological University 2023
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Image processing and computer vision
• Online Access: https://hdl.handle.net/10356/172067
• Institution: Nanyang Technological University

Despite the immense success in image and video generation, several important problems still exist. This thesis aims at addressing the remaining challenges through advanced deep learning techniques. The first attempt is to construct a large-scale facial video dataset, DeeperForensics-1.0, to facilita...