Modification of existing genetic algorithm optimization image restoration method through convolutional neural networks

• Main Author: Tan, Jun Meng
• Other Authors: Li Fang
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2021
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Image processing and computer vision
• Online Access: https://hdl.handle.net/10356/148377
• Institution: Nanyang Technological University

In recent years, image restoration has been gaining increasing attention due to the widespread usage of image-based information such as in complex classification models used throughout multiple industries. Due to image restoration algorithms, the abundance of data has not only increased but slightly...