Multi-degradation image super-resolution using texture-transfer

• Main Author: Susanto, Stephanie Audrey
• Other Authors: Chen Change Loy
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2021
• 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/10356/147815
• Institution: Nanyang Technological University

Most leading Image Super-Resolution (SR) methods assume that input low-resolution (LR) images are bicubically downsampled from their high-resolution (HR) counterparts. This causes state-of-the-art models to not perform as well when evaluated with non-bicubic LR images. This research presents a non-b...