Single-pixel imaging with untrained convolutional autoencoder network

•We propose a physical model-driven untrained deep convolutional autoencoder network for SPI and validate its performance from simulations and experiments.•We designed an end-to-end SPI reconstruction network, which can better reconstruct high-quality images from under-sampled measurements.•We perfo...

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Bibliographic Details

Published in:	Optics and laser technology Vol. 167; p. 109710
Main Authors:	Li, Zhicai, Huang, Jian, Shi, Dongfeng, Chen, Yafeng, Yuan, Kee, Hu, Shunxing, Wang, Yingjian
Format:	Journal Article
Language:	English
Published:	Elsevier Ltd 01.12.2023
Subjects:	Convolutional neural network Deep learning Long-range imaging Single-pixel imaging Deep learning Single-pixel imaging Long-range imaging Convolutional neural network
ISSN:	0030-3992, 1879-2545
Online Access:	Get full text
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