Fixing a blurred photograph: blind image deblurring

• المؤلف الرئيسي: Teo, Hong Wei
• مؤلفون آخرون: Anamitra Makur
• التنسيق: Final Year Project
• اللغة: English
• منشور في: Nanyang Technological University 2023
• الموضوعات: Engineering::Electrical and electronic engineering
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/166940
• المؤسسة: 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...