Proceedings of the International Display Workshops Volume 31 (IDW '24)

Proceedings of the International Display Workshops Volume 31 (IDW '24)

Dec 4 - Dec 6, 2024Sapporo Convention Center
The International Display Workshops
Proceedings of the International Display Workshops Volume 31 (IDW '24)

Proceedings of the International Display Workshops Volume 31 (IDW '24)

Dec 4 - Dec 6, 2024Sapporo Convention Center

[IST3-4]Reconstruction of Diffused Images Using Neural Networks: Examining Restoration Capabilities across Blurring Levels

*I Hsuan Kuo1, Jia Lun Wu1, Chieh En Lee1, Chung Hao Tien1(1. National Yang Ming Chiao Tung University (Taiwan))
https://doi.org/10.36463/idw.2024.1564

Keywords:

Image restoration,Lensless imaging,Optical diffuser

To address image blurring caused by optical diffusers, we utilized a neural network for restoration and implemented phase modulation, resulting in enhanced restoration of fine details. Our approach improved image reconstruction and demonstrated robust performance, validating the method's effectiveness.