Deep image restoration and enhancement

• Main Author: Fu, Zixuan
• Other Authors: Wen Bihan
• Format: Thesis-Master by Coursework
• Language: English
• Published: Nanyang Technological University 2022
• Subjects: Engineering::Electrical and electronic engineering
• Online Access: https://hdl.handle.net/10356/158695
• Institution: Nanyang Technological University

This thesis mainly focuses on image denoising, an important part of image restoration and enhancement which attempts to recover a noise-free image from a noisy version. Recently, deep learning denoising methods have outperformed many traditional model-based denoising methods. These methods handle th...