A Variational Multi-Scale Error Compensation Network for Single-Pixel Imaging

Single-pixel imaging is an advanced computational imaging technique based on compressive sensing that offers higher signal-to-noise ratio and broader application scope compared to traditional imaging techniques. However, conventional reconstruction algorithms suffer from issues such as long processi...

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Veröffentlicht in:	IEEE photonics journal Jg. 16; H. 4; S. 1 - 11
Hauptverfasser:	Lin, Jian, Yan, Qiurong, Zou, Quan, Sun, Shida, Wei, Zhen, Du, Hua
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Piscataway IEEE 01.08.2024 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Schlagworte:	Algorithms Convolution Deep learning Error compensation Frequency domain analysis Image coding Image enhancement Image reconstruction Imaging imaging reconstruction Imaging techniques Machine learning Modulation Pixels Sampling Signal to noise ratio Single pixel imaging variational autoencoder
ISSN:	1943-0655, 1943-0647
Online-Zugang:	Volltext
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