Restoration inference and image-quality metrics for BioImageFlow
Project description
bioimageflow-restoration-tools
Tools for restoration inference, simple image-processing comparisons, and restoration metrics.
Tools
CAREamicsPredict: runs CAREamics restoration inference from a checkpoint.RestoreImage: applies a simple image-processing restoration method.RestorationMetrics: computes MSE, PSNR, and residual-noise measurements.GaussianDenoise: applies Gaussian smoothing as a simple denoising method.MedianDenoise: removes impulse noise with a dependency-light median filter.BackgroundSubtract: subtracts a smoothed background estimate.UnsharpMask: sharpens images by adding high-frequency residuals.RichardsonLucyRestoration: runs Richardson-Lucy deconvolution.
Use the low-SNR restoration workflow in the main workflow catalog for a complete restoration example.
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