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-thumbnail11.png ../../../_images/counts-thumbnail104.png ../../../_images/flux-thumbnail520.png ../../../_images/flux-thumbnail521.png ../../../_images/flux-thumbnail522.png ../../../_images/flux-thumbnail523.png ../../../_images/flux-thumbnail524.png

SSI

1

0.777

0.928

0.733

0.95

0.924

MSE

0

22647.416

19727.387

298196.563

9551.626

18058.256

NRMSE

0

0.529

0.493

1.918

0.343

0.472

NMI

0

1.151

1.27

1.193

1.296

1.275

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

Dataset

Counts

PSF

Exposure

Background

../../../_images/counts103.png
../../../_images/psf103.png
../../../_images/exposure103.png
../../../_images/background103.png