Fixing a blurred photograph: blind image deblurring

• Main Author: Teo, Hong Wei
• Other Authors: Anamitra Makur
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2023
• Subjects: Engineering::Electrical and electronic engineering
• Online Access: https://hdl.handle.net/10356/166940
• Institution: Nanyang Technological University

This project presents a deep learning-based approach to blind image deblurring using a convolutional neural network. The trained model can produce a deblurred output using only the blurred image as input and exhibits improved image quality, as demonstrated by the evaluation of various blurred images...