Optimizing Anti-Perturbation Capability in Single-shot wide-field Multimode Fiber Imaging Systems
Research output: Contribution to journal › Article › peer-review
Standard Standard
In: Applied Physics Letters, Vol. 124, No. 10, 04.03.2024.
Research output: Contribution to journal › Article › peer-review
HarvardHarvard
APA
CBE
MLA
VancouverVancouver
Author
RIS
TY - JOUR
T1 - Optimizing Anti-Perturbation Capability in Single-shot wide-field Multimode Fiber Imaging Systems
AU - Feng, Zefeng
AU - Yue, Zengqi
AU - Zhou, Wei
AU - Xu, Boateng
AU - Hong, Yanhua
AU - Xiong, Daxi
AU - Yang, Xibin
PY - 2024/3/4
Y1 - 2024/3/4
N2 - 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.
AB - 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.
KW - Physics and Astronomy (miscellaneous)
U2 - 10.1063/5.0191988
DO - 10.1063/5.0191988
M3 - Article
VL - 124
JO - Applied Physics Letters
JF - Applied Physics Letters
SN - 0003-6951
IS - 10
ER -