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An edge detail enhancement strategy based on Fourier single-pixel imaging.

Authors :
Wu, Qing-Yuan
Yang, Jia-Zhi
Hong, Jin-Yang
Meng, Zhe
Zhang, An-Ning
Source :
Optics & Lasers in Engineering. Jan2024, Vol. 172, pN.PAG-N.PAG. 1p.
Publication Year :
2024

Abstract

In this study, we propose an edge detection scheme based on Fourier single-pixel imaging, which extracts edges directly from the Fourier spectrum of the target object. The numerical simulations and experimental results show that the edges extracted by the proposed scheme have a better signal-to-noise ratio (SNR) than those extracted by the phase-shift sinusoidal pattern scheme. Furthermore, we investigate the effect of edge extraction in the case of undersampling and propose a plug-and-play edge detection algorithm to enhance the image. Our work combines Fourier single-pixel imaging with edge detection to extract the edges of a target object without imaging, providing a new idea for edge detection techniques. • Long extraction time and poor image quality using phase-shifted sinusoidal scattering schemes. • In the Fourier spectrum, the edge detection operator-object multiplication extracts edges effectively. • Compressive sensing helps to extract edges in extreme cases. • Plug-and-play algorithms can be used to improve image quality in Fourier transform-based imaging work. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
01438166
Volume :
172
Database :
Academic Search Index
Journal :
Optics & Lasers in Engineering
Publication Type :
Academic Journal
Accession number :
173176129
Full Text :
https://doi.org/10.1016/j.optlaseng.2023.107828