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-thumbnail95.png ../../../_images/flux-thumbnail475.png ../../../_images/flux-thumbnail476.png ../../../_images/flux-thumbnail477.png ../../../_images/flux-thumbnail478.png ../../../_images/flux-thumbnail479.png

SSI

1

0.932

0.915

0.703

0.962

0.943

MSE

0

8.699

10.89

231.64

6.357

5.747

NRMSE

0

0.772

0.864

3.984

0.66

0.628

NMI

0

1.145

1.273

1.09

1.25

1.232

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

Dataset

Counts

PSF

Exposure

Background

../../../_images/counts94.png
../../../_images/psf94.png
../../../_images/exposure94.png
../../../_images/background94.png