Fundamental Investigation of Performance Degradation of Multimode Optical Fiber Imaging with Variational Autoencoder against Fiber Bending
In multimode optical fiber imaging with variational autoencoder (VAE), deformation of the fiber after VAE training can significantly degrade image recovery performance. As a first step to solve this problem, we investigate the extent and process of this degradation for intentional fiber bending by optical experiments.
Authors
- Masatoshi Bunsen (ORCID: https://orcid.org/0000-0001-8112-8556)
- Tomohiro Otani (ORCID: https://orcid.org/0000-0002-6431-2703)
- H. A. Fowler (ORCID: https://orcid.org/0009-0006-3337-4553)
Institutions
- Fukuoka University (JP)
Publication Details
- Published
- 2025-06-29
- DOI
- https://doi.org/10.23919/oecc/psc62146.2025.11111381
- Primary Topic
- Advanced Fiber Optic Sensors
- Type
- article
- Field-Weighted Citation Impact
- 0.00