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-thumbnail101.png ../../../_images/flux-thumbnail505.png ../../../_images/flux-thumbnail506.png ../../../_images/flux-thumbnail507.png ../../../_images/flux-thumbnail508.png ../../../_images/flux-thumbnail509.png

SSI

1

0.778

0.926

0.732

0.948

0.924

MSE

0

22660.235

20517.417

298618.217

10460.387

18207.38

NRMSE

0

0.529

0.503

1.919

0.359

0.474

NMI

0

1.151

1.271

1.187

1.283

1.28

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

Dataset

Counts

PSF

Exposure

Background

../../../_images/counts100.png
../../../_images/psf100.png
../../../_images/exposure100.png
../../../_images/background100.png