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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Vydané v:	Optics and laser technology Ročník 167; s. 109710
Hlavní autori:	Li, Zhicai, Huang, Jian, Shi, Dongfeng, Chen, Yafeng, Yuan, Kee, Hu, Shunxing, Wang, Yingjian
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Elsevier Ltd 01.12.2023
Predmet:	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
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