Table 5

Quantitative comparisons between MSAN and other methods in terms of PSNR and SSIM with the proposed our 3D confocal fluorescence imaging dataset. The first and second best performances are denoted in red and blue, respectively.

MethodsNoisyNLMBM3DKSVDEPLLWNNMPURE-LETDnCNN
PSNR37.7945.9247.1344.5644.8244.5038.6946.77
SSIM0.87280.98030.98310.97400.97420.97150.88740.9822
MethodsIRCNNMemNetNoise2NoiseMWCNNWF-UNetRIDNetDPDNMSAN
PSNR46.6144.9747.1345.4447.0946.1445.7447.36
SSIM0.97880.96880.98210.97330.98360.97720.97410.9850

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