[8p-E206-1~17] 7.1 X-ray technologies

5:30 PM - 5:45 PM JST(8:30 AM - 8:45 AM UTC)

[8p-E206-15] Field-of-view expansion for X-ray phase CT using deep learning

〇Momotaro Umetsu¹, Atsushi Momose¹ (1.Tohoku Univ.)

Keywords:

X-ray CT,deep learning

Computed tomography (CT) is an X-ray imaging technique used to reconstruct internal three-dimensional structures, and it is widely utilized across various fields. However, it faces the challenge of the trade-off between resolution and field of view. In this study, we employed deep learning to learn the correspondence between low-resolution and high-resolution data, thereby supplementing the out-of-field areas of high-resolution images and expanding the field of view.