Compressive Non-line-of-sight Imaging using a Convolutional Neural Network

Shenyu Zhu,Yong Meng Sua,Ting Bu,Yu-Ping Huang

Frontiers in Optics + Laser Science 2022 (FIO, LS)（2022）

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摘要

We demonstrate compressive non-line-of-sight imaging with downsampling ratio of 6.25% by using a convolutional neural network (CNN). Photon arrival-time histogram with 10 picosecond resolution enables high-quality image reconstruction with CNN trained purely by using simulated dataset.

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关键词

convolutional neural network,neural network,non-line-of-sight

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