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Authors: Decai Huyan and Tatsuo Shiina

Affiliation: Graduate School of Science and Engineering, Chiba University, Chiba-shi, Japan

Keyword(s): OCT, Ghost Imaging, Machine Learning.

Abstract: We previously proposed a novel system composed of GI (ghost imaging) and OCT (optical coherence tomography) to solve the problem of scattering and absorption by OCT measuring within scattering media. It is named GI-OCT. And we successfully obtained images of scattering media and target separately in a 2× 2mm. In this paper, we improve a new computational approach to deal with the significant computational demands arising from increased image resolution. Using DIP (deep image prior) technique, we obtained images with minimal measurement data compared to traditional computational methods. In the simulation, the number of measurements required to obtain a clear image was reduced to 10%.

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Paper citation in several formats:
Huyan, D. and Shiina, T. (2024). Improvement of Ghost Imaging-OCT High-Resolution Real-Time Imaging. In Proceedings of the 12th International Conference on Photonics, Optics and Laser Technology - PHOTOPTICS; ISBN 978-989-758-686-6; ISSN 2184-4364, SciTePress, pages 28-35. DOI: 10.5220/0012391000003651

@conference{photoptics24,
author={Decai Huyan. and Tatsuo Shiina.},
title={Improvement of Ghost Imaging-OCT High-Resolution Real-Time Imaging},
booktitle={Proceedings of the 12th International Conference on Photonics, Optics and Laser Technology - PHOTOPTICS},
year={2024},
pages={28-35},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0012391000003651},
isbn={978-989-758-686-6},
issn={2184-4364},
}

TY - CONF

JO - Proceedings of the 12th International Conference on Photonics, Optics and Laser Technology - PHOTOPTICS
TI - Improvement of Ghost Imaging-OCT High-Resolution Real-Time Imaging
SN - 978-989-758-686-6
IS - 2184-4364
AU - Huyan, D.
AU - Shiina, T.
PY - 2024
SP - 28
EP - 35
DO - 10.5220/0012391000003651
PB - SciTePress