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...

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	Optics and laser technology Jg. 167; S. 109710
Hauptverfasser:	Li, Zhicai, Huang, Jian, Shi, Dongfeng, Chen, Yafeng, Yuan, Kee, Hu, Shunxing, Wang, Yingjian
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Elsevier Ltd 01.12.2023
Schlagworte:	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-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!