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-thumbnail107.png ../../../_images/flux-thumbnail535.png ../../../_images/flux-thumbnail536.png ../../../_images/flux-thumbnail537.png ../../../_images/flux-thumbnail538.png ../../../_images/flux-thumbnail539.png

SSI

1

0.771

0.926

0.734

0.948

0.924

MSE

0

22721.457

19992.065

290096.422

10012.324

17944.13

NRMSE

0

0.529

0.497

1.892

0.351

0.47

NMI

0

1.151

1.279

1.191

1.292

1.277

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

Dataset

Counts

PSF

Exposure

Background

../../../_images/counts106.png
../../../_images/psf106.png
../../../_images/exposure106.png
../../../_images/background106.png