Background preservation for text-guided image editing

• Main Author: Huang, Runtao
• Other Authors: Lin Guosheng
• Format: Final Year Project
• 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/10356/166140
• Institution: Nanyang Technological University

The text-guided image editing task aims to manipulate the given image according to another text description while preserving the color, texture and structure information of the text-irrelevant parts of the image. With the development of deep learning and Generative Adversarial Networks (GAN), many G...