Joint

Results Overview

Ground Truth

Counts

jolideco-uniform-prior=n=10

jolideco-uniform-prior=n=1000

pylira

jolideco-patch-prior-zoran-weiss

jolideco-patch-prior-gleam-v0.1

Flux

../../../_images/flux-true-thumbnail6.png ../../../_images/counts-thumbnail59.png ../../../_images/flux-thumbnail295.png ../../../_images/flux-thumbnail296.png ../../../_images/flux-thumbnail297.png ../../../_images/flux-thumbnail298.png ../../../_images/flux-thumbnail299.png

SSI

1

0.919

0.982

0.882

0.927

0.937

MSE

0

84.244

19.733

283.281

76.133

61.405

NRMSE

0

0.906

0.438

1.661

0.861

0.773

NMI

0

1.045

1.254

1.088

1.08

1.082

MSE = Mean Squared Error, SSI = Structural Similarity Index, NMI = Normalized Mutual Information, NRMSE = Normalized Root Mean Squared Error

Dataset

Counts

PSF

Exposure

Background

../../../_images/counts58.png
../../../_images/psf58.png
../../../_images/exposure58.png
../../../_images/background58.png