Optimization of Compressed Sampling in Single-Pixel Imaging

Compressed sampling allows to accurately reconstruct a sparse signal even in case of incomplete signal measurements. In this paper, we apply this method to single-pixel imaging and explore the possibilities of image reconstruction by sampling it with an incomplete set of binary light patterns. Using...

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Bibliographic Details
Published in:Bulletin of the Lebedev Physics Institute 2024-06, Vol.51 (6), p.202-205
Main Author: Sych, D. V.
Format: Article
Language:English
Subjects:
Image reconstruction
Physics
Physics and Astronomy
Pixels
Sampling
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Summary:Compressed sampling allows to accurately reconstruct a sparse signal even in case of incomplete signal measurements. In this paper, we apply this method to single-pixel imaging and explore the possibilities of image reconstruction by sampling it with an incomplete set of binary light patterns. Using computer simulation, we optimize the image sampling process and find parameters of light patterns such that single-pixel imaging works best.
ISSN:1068-3356
1934-838X
DOI:10.3103/S1068335624600463