Chinese Journal of Lasers, Volume. 48, Issue 13, 1307001(2021)
Single-Molecule Localization Image Background Denoising Based on Time-Domain Iterative Wavelet Transform
Fig. 2. Diagrams of SSIM and time consumption changing with levels and iterations under different SNR datasets. (a)--(b) Under low and middle SNR datasets; (c)--(d) under high SNR datasets
Fig. 3. Different simulated SNR datasets and separated signals after processing with different algorithms. (a) Simulated SNR10 dataset; (b) separated signals with different algorithms for SNR10 dataset; (c) simulated SNR6 dataset; (d) separated signals with different algorithms for SNR6 dataset; (e) simulated SNR2 dataset; (f) separated signals with different algorithms for SNR2 dataset; (g) normalized intensity of single fluorescence signal
Fig. 4. Comparison of SSIM and PSNR under different algorithms in simulated datasets with high, middle and low SNRs and time consumption of different algorithms. (a) Comparison of SSIM and PSNR under different algorithms in SNR10 datasets; (b) comparison of SSIM and PSNR under different algorithms in SNR6 datasets; (c) comparison of SSIM and PSNR under different algorithms in SNR2 datasets; (d) time consumption of different algorithms
Fig. 5. Reconstructed super-resolved images of Tubulin ConjAL647. (a)--(f) Images reconstructed with TDIWT, EVER, GF, BEWT, RB, and MF algorithms, respectively; (g) raw dataset
Fig. 6. Three-dimensional experimental device diagram of easySTORM. (a) Three-dimensional diagram; (b) schematic
Fig. 7. Super-resolved images reconstructed with different algorithms. (a)--(f) Super-resolved images reconstructed with TDIWT, EVER, GF, BEWT, RB, and MF pre-processing; (g) bright-field fluorescence image; (h) structural noise in dashed box
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Tianqi Wu, Wen Xiao, Renjian Li, Yizhi Xu, Xuejuan Hu, Lingling Chen. Single-Molecule Localization Image Background Denoising Based on Time-Domain Iterative Wavelet Transform[J]. Chinese Journal of Lasers, 2021, 48(13): 1307001
Category: biomedical photonics and laser medicine
Received: Nov. 30, 2020
Accepted: Jan. 20, 2021
Published Online: Jul. 1, 2021
The Author Email: Chen Lingling (chenlingling@sztu.edu.cn)