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-thumbnail92.png ../../../_images/flux-thumbnail460.png ../../../_images/flux-thumbnail461.png ../../../_images/flux-thumbnail462.png ../../../_images/flux-thumbnail463.png ../../../_images/flux-thumbnail464.png

SSI

1

0.933

0.914

0.701

0.963

0.948

MSE

0

8.707

10.782

240.536

6.308

5.291

NRMSE

0

0.773

0.86

4.06

0.658

0.602

NMI

0

1.145

1.272

1.089

1.249

1.245

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

Dataset

Counts

PSF

Exposure

Background

../../../_images/counts91.png
../../../_images/psf91.png
../../../_images/exposure91.png
../../../_images/background91.png