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. 2023 Jul 12;12:172. doi: 10.1038/s41377-023-01204-4
Method High SNR Low SNR
FDR-generalized Wiener filtering HiFi-SIM No defocus information while maintaining sample detail The quality and resolution of the reconstructed images are degraded by noise
Open-SIM Cannot suppress defocus information
fairSIM Can suppress defocus information, but has more artifacts
SDR JSFR-SIM Can achieve the same resolution as OpenSIM, but the ability to suppress defocus information is not as good as HiFi-SIM More susceptible to noise, reconstruction results are almost completely submerged in noise
SP-SIM Reconstruction results are low contrast and discontinuous
FDR- regularization-based iterative algorithm TV-SIM Reduced resolution of reconstructed image due to stair-step artifacts Reduced resolution of reconstructed image due to stair-step artifacts
Hessian-SIM Maintains the resolution of the original OpenSIM output The quality of the reconstructed images is degraded by noise
Sparse-SIM Can further enhance the image resolution and effectively suppress defocus information There is a trade-off between noise suppression and contrast enhancement
MRA Can further enhance the image resolution
DeepMRA Can further enhance the image resolution and effectively suppress defocus information