Multimode Fiber Imaging Based on Hydrogel Fiber

TL;DR

This paper introduces a multimode fiber imaging method using hydrogel fibers, enabling high-resolution biomedical imaging through a deep learning approach with Pix2Pix.

Contribution

It presents a novel hydrogel fiber-based imaging technique combined with deep learning for high-resolution biomedical imaging.

Findings

Successful recovery of high-resolution handwritten images

Hydrogel fibers are suitable for biomedical applications

Deep learning enhances image reconstruction quality

Abstract

We demonstrate a multimode fiber imaging technique based on hydrogel fibers, which are suitable for biomedical applications owing to their biocompatibility and environmental friendliness. High-resolution handwritten images are successfully recovered by utilizing a Pix2Pix image generation network.