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-thumbnail56.png ../../../_images/flux-thumbnail280.png ../../../_images/flux-thumbnail281.png ../../../_images/flux-thumbnail282.png ../../../_images/flux-thumbnail283.png ../../../_images/flux-thumbnail284.png

SSI

1

0.92

0.979

0.89

0.929

0.937

MSE

0

83.317

24.791

261.462

71.934

61.39

NRMSE

0

0.901

0.491

1.596

0.837

0.773

NMI

0

1.046

1.232

1.09

1.087

1.079

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

Dataset

Counts

PSF

Exposure

Background

../../../_images/counts55.png
../../../_images/psf55.png
../../../_images/exposure55.png
../../../_images/background55.png