Single Pixel Imaging Based on Multiple Prior Deep Unfolding Network

Single Pixel Imaging Based on Multiple Prior Deep Unfolding Network

Single-pixel imaging (SPI), an imaging technique based on the theory of compressed sensing, is limited in real-time imaging and high-resolution images due to its relatively slow imaging speed. In recent years, deep unfolding network compressed sensing reconstruction algorithms based on deep learning...

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Bibliographic Details
Main Authors: Quan Zou, Qiurong Yan, Qianling Dai, Ao Wang, Bo Yang, Yi Li, Jinwei Yan
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Photonics Journal
Subjects:
Single pixel imaging
deep unfolding network
multiple prior information
joint optimization
Online Access:https://ieeexplore.ieee.org/document/10577085/
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https://ieeexplore.ieee.org/document/10577085/

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