Abstract
Single-pixel imaging allows to obtain images without the use of photosensors with spatial resolution. In this method, an image is calculated by measuring the image conformity to a given set of light patterns by a single-pixel detector. However, when implementing single-pixel imaging in practice, one has to deal with various imperfections, which lead to the difference between the experiment and the idealized theoretical model. In this work, we analyze the effect of detector noise on the ability to compute an image using a compressed sampling algorithm. By conducting computer simulations of single-pixel imaging, we investigate methods for suppressing the effects of detector noise and find optimum parameters of the measurement process. As a result, we demonstrate the ability to obtain images with a realistic model of the detector noise.
Article PDF
Similar content being viewed by others
Explore related subjects
Discover the latest articles, news and stories from top researchers in related subjects.Avoid common mistakes on your manuscript.
References
M. B. Wakin, J. N. Laska, M. F. Duarte, et al., “An Architecture for Compressive Imaging” in: 2006 International Conference on Image Processing, Atlanta, GA, USA (2006), pp.1273–1276; https://doi.org/10.1109/ICIP.2006.312577
M. F. Duarte, M. A. Davenport, D. Takhar, et al., IEEE Signal Process. Mag., 25, 83 (2008).
T. B. Pittman, Y. H. Shih, D. V. Strekalov, and A. V. Sergienko, Phys. Rev. A, 52, R3429 (1995).
D. Sych, V. Averchenko, and G. Leuchs, Phys. Rev. A, 96, 053847 (2017).
M. D. Aksenov and D. V. Sych, J. Russ. Laser Res., 39, 492 (2018).
D. Sych and M. Aksenov, AIP Conf. Proc., 1936, 020016 (2018).
D. V. Strekalov, B. I. Erkmen, and N. Yu, J. Phys. Conf. Series, 414, 012037 (2013).
D. Pelliccia, A. Rack, M. Scheel, et al., Phys. Rev. Lett., 117, 113902 (2016).
G. M. Gibson, B. Sun, M. P. Edgar, et al., Opt. Express, 25, 2998 (2017).
R. A. Aguilar, N. Hermosa, and M. N. Soriano, Am. J. Phys., 87, 976 (2019).
M. Shcherbatenko, M. Elezov, N. Manova, et al., Appl. Phys. Lett., 118, 181103 (2021).
E. J. Candès, J. K. Romberg, and T. Tao, Commun. Pure Appl. Math., 59, 1207 (2006).
D. Donoho, IEEE Trans. Inf. Theory, 52, 1289 (2006).
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.
About this article
Cite this article
Sych, D. Influence of Detector Noise on Compressed Sampling Single-Pixel Imaging. J Russ Laser Res 45, 286–294 (2024). https://doi.org/10.1007/s10946-024-10213-6
Received:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s10946-024-10213-6