Learning to control visual data translation

• Main Author: Koksal, Ali
• Other Authors: Deepu Rajan
• Format: Thesis-Doctor of Philosophy
• Language: English
• Published: Nanyang Technological University 2023
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence; Engineering::Computer science and engineering::Computing methodologies::Image processing and computer vision
• Online Access: https://hdl.handle.net/10356/165566
• Institution: Nanyang Technological University

With the advancements in deep learning models such as Convolutional Neural Networks (CNNs) and Generative Adversarial Networks (GANs), the generation of high-dimensional data such as images, videos, etc. has achieved photo-realistic results with image-to-image translation advances. In particular, th...