CLEO-PR2022/ISOM'22/ODF'22

Presentation information

Oral Session

ISOM '22 » Imaging II

[ITuAE] Imaging II

Tue. Aug 2, 2022 9:00 AM - 10:30 AM Room 107&108 (1F)

Session Chairs: Shuhei Yoshida (Kindai Univ.), Masanori Takabayashi (Kyushu Inst. Tech.)

10:15 AM - 10:30 AM

[ITuAE-04] Phase Distortion Suppression by Deep Neural Network-Based Single-Pixel Imaging

*Moe Sakurai1, Hiroki Takahara1, Shuntaro Aragaki1, Kaito Nakao1, Taku Hoshizawa1, Eriko Watanabe1 (1. The Univ. Electro-Communications (Japan))

[Presentation Style] Onsite

We experimentally demonstrate the suppression of time-fluctuating spatial noise using a deep neural-network-based single-pixel imaging system. To quantify the time-fluctuating spatial noise, we express the spatial noise as phase plane distortions based on the Kolmogorov theory.