45.2: High‐performance Non‐Line‐of‐Sight imaging based on deep learning

• DOI: 10.1002/sdtp.16293
• Publication Date: 2023-08-04T02:12:50Z
• Authors: Chenyu Huang; Jinhui He; Ran Wei; Yishi Weng; Wei Wang; Chuang Wang; Yuning Zhang
• Keywords: 0301 basic medicine; 03 medical and health sciences

We report a low‐cost, high‐performance and deep‐learning-based passive Non‐Line‐of‐Sight (NLOS) imaging method. This method applies the pix2pix network to reconstruct NLOS scenes and the reconstructed images show high quality. Our method could promote the realization of displaying the reconstructed NLOS images on head-mounted AR displays because of the high imaging quality and high reconstruction speed, thus could be applied to fields including anti-terrorism and autonomous driving where both the reconstruction speed and the image