Presentation Information
[TuP-C-9]Numerical Investigation of Bending Tolerance of Multimode Optical Fiber Imaging with Variational Autoencoder
○Hana Fowler1, Masatoshi Bunsen2, Taiki Otani1 (1.Graduate School of Engineering, Fukuoka University, 2.Department of Electronics Engineering and Computer Science, Fukuoka University)
Keywords:
Other novel fibers,fiber devices and applications,Emerging non-telecom applications including sensing and imaging,Artificial intelligence and machine learning for optical transmission systems and subsystems
We propose a Variational Autoencoder-based image reconstruction through a multimode optical fiber. Simulations under bending conditions achieved 96% accuracy, demonstrating the feasibility even with fiber deformation. This contributes to robust multimode optical fiber imaging.