학술논문

Optimizing anti-perturbation capability in single-shot wide-field multimode fiber imaging systems.
Document Type
Article
Source
Applied Physics Letters. 3/4/2024, Vol. 124 Issue 10, p1-6. 6p.
Subject
*IMAGING systems
*DEEP learning
*FIBERS
*ECHO-planar imaging
Language
ISSN
0003-6951
Abstract
In recent years, multimode fiber (MMF) has emerged as a focal point in ultrathin endoscopy owing to its high-capacity information transmission. Nevertheless, the technology's susceptibility to external perturbances limits its practical applications. In this study, we employ a single MMF as both the illumination unit and imaging probe and utilize this single-shot wide-field MMF imaging system to investigate the impact of LED and laser sources on anti-perturbation capabilities. Experimental results demonstrate that, in the absence of deformations in the MMF, both LED and laser-based systems achieve an average structural similarity (SSIM) index of around 0.8 for the reconstructed image, utilizing advanced deep learning techniques, with the laser-based system performing slightly better. However, under unknown MMF configurations post-deformation, the SSIM remains robust at 0.67 for the LED-based system, while the laser-based system drops the average SSIM to 0.45. The results reveal that LED has anti-perturbation capability in single-shot wide-field MMF imaging systems. These findings indicate significant potential for future anti-perturbation studies in endoscopy employing MMF imaging. [ABSTRACT FROM AUTHOR]