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  • Optical Coherence Imaging Techniques and Imaging in Scattering Media V
  • Technical Digest Series (Optica Publishing Group, 2023),
  • paper 126321V
  • https://doi.org/10.1117/12.2670516

Synthetic high-resolution, volumetric and wide field-of-view optical coherence tomography images with generative adversarial networks

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Abstract

Optical coherence tomography (OCT) has been widely used in many clinical apartments. The trade-off between field-of- view (FOV) and transverse resolution has always become critical. High-resolution (HR) image reconstruction of OCT has the potential to increase the resolution without reducing the FOV. Although it has been widely explored in these years, it is hard to find one-to-one paired high-resolution for reference. The SR methods are used to improve the cross-sectional OCT image only. Therefore, we build a custom-design, wide field-of-view (FOV), multi-scale optical coherence tomography that can allow us to produce excellent high- and low-resolution one-to-one mapping volumetric data set. With the SR methods, we can reduce the acquisition of synthetic high-resolution volumetric images by up to four times.

© 2023 SPIE

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