Acta Optica Sinica, Volume. 43, Issue 9, 0911003(2023)
Uncertainty Estimation for Image Information Reconstruction in Ghost Imaging System Based on Bootstrap Method
Fig. 2. Simulation result of real-space ghost imaging (GI) reconstruction by intensity correlation algorithm. (a) Original image;(b) reconstructed image
Fig. 3. Two-dimensional and three-dimensional images of standard error of intensity correlation algorithm in case of noiseless. (a) Theoretical estimation; (b) Bootstrap estimation; (c) standard error of theoretical and Bootstrap estimation results of selected section through peak of small hole
Fig. 4. Standard error and confidence interval estimated by TwIST reconstruction. (a) Original image, reconstructed image, and standard error obtained by nonparametric Bootstrap; (b) uncertainty diagram of confidence interval of 99% in selected line of data, absolute error diagram, and half-width
Fig. 5. Bias and absolute error diagrams of TwIST reconstruction. (a) Actual error and absolute error diagrams of original sample reconstruction; (b) bias and root mean square error diagrams estimated by Bootstrap method
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Kaixuan Zhu, Chenyu Hu, Hong Yu, Shensheng Han. Uncertainty Estimation for Image Information Reconstruction in Ghost Imaging System Based on Bootstrap Method[J]. Acta Optica Sinica, 2023, 43(9): 0911003
Category: Imaging Systems
Received: Dec. 8, 2022
Accepted: Jan. 11, 2023
Published Online: May. 10, 2023
The Author Email: Hu Chenyu (huchenyu@ucas.ac.cn)