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-thumbnail10.png ../../../_images/counts-thumbnail98.png ../../../_images/flux-thumbnail490.png ../../../_images/flux-thumbnail491.png ../../../_images/flux-thumbnail492.png ../../../_images/flux-thumbnail493.png ../../../_images/flux-thumbnail494.png

SSI

1

0.935

0.863

0.697

0.956

0.913

MSE

0

8.55

18.779

234.387

6.869

7.332

NRMSE

0

0.766

1.135

4.008

0.686

0.709

NMI

0

1.15

1.166

1.075

1.211

1.183

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

Dataset

Counts

PSF

Exposure

Background

../../../_images/counts97.png
../../../_images/psf97.png
../../../_images/exposure97.png
../../../_images/background97.png