Machine learning-based image demosaicing

• Main Author: Zhou, Huan
• Other Authors: Kai-Kuang Ma
• Format: Thesis-Master by Research
• Language: English
• Published: Nanyang Technological University 2020
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Computer graphics
• Online Access: https://hdl.handle.net/10356/144887
• Institution: Nanyang Technological University

In this thesis, the research work is mainly focused on exploiting data-driven convolutional neural network (CNN) methodology to further improve the performance of conventional signal processing approach. This investigation is motivated by our goal on the study of how these two methodologies can syne...