Deep image restoration and enhancement

• المؤلف الرئيسي: Fu, Zixuan
• مؤلفون آخرون: Wen Bihan
• التنسيق: Thesis-Master by Coursework
• اللغة: English
• منشور في: Nanyang Technological University 2022
• الموضوعات: Engineering::Electrical and electronic engineering
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/158695
• المؤسسة: 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...