Chinese Journal of Lasers, Volume. 45, Issue 10, 1014001(2018)
Influences of Compressive Sensing 3D Reconstruction Algorithm Control Parameters on Terahertz Digital Holography Reconstruction
Fig. 2. Sample simulation scenario obtained under different conditions. (a) Ideal case; (b) a case with Gaussian noise variance of 0.0005; (c) a case with Gaussian noise variance of 0.001
Fig. 3. Simulation holograms obtained under different conditions. (a) Ideal case; (b) a case with Gaussian noise variance of 0.0005; (c) a case with Gaussian noise variance of 0.001
Fig. 5. Reconstruction results for different iteration times when τ=0.1. (a) t=50; (b) t=100; (c) t=150; (d) t=200; (e) t=250; (f) t=300; (g) t=350; (h) t=400
Fig. 6. Relationship between number of iteration and (a) PSNR or (b) MSSIM under ideal condition
Fig. 7. Relationship between sparse restriction parameter and (a) PSNR or (b) MSSIM under ideal condition
Fig. 9. Relationship between sparse restriction parameter and (a) PSNR or (b) MSSIM when Gaussian noise variance is 0.0005
Fig. 10. Relationship between sparse restriction parameter (0.05≤τ≤0.14) and (a) PSNR or (b) MSSIM when Gaussian noise variance is 0.0005
Fig. 11. Relationship between number of iteration and (a) PSNR or (b) MSSIM when Gaussian noise variance is 0.0005
Fig. 12. The best reconstructed images with Gaussian noise variance of 0.0005. (a) “T” sample; (b) “H” sample
Fig. 13. Relationship between sparse restriction parameter and (a) PSNR or (b) MSSIM when Gaussian noise variance is 0.0001
Fig. 14. Relationship between number of iteration values and (a) PSNR or (b) MSSIM when Gaussian noise variance is 0.001
Fig. 15. The best reconstructed images with Gaussian noise variance of 0.001. (a) “T” sample; (b) “H” sample
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Yuan Jing, Li Qi, Gong Wenpan. Influences of Compressive Sensing 3D Reconstruction Algorithm Control Parameters on Terahertz Digital Holography Reconstruction[J]. Chinese Journal of Lasers, 2018, 45(10): 1014001
Category: terahertz technology
Received: Mar. 9, 2018
Accepted: --
Published Online: Oct. 12, 2018
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