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-thumbnail1.png ../../../_images/counts-thumbnail14.png ../../../_images/flux-thumbnail70.png ../../../_images/flux-thumbnail71.png ../../../_images/flux-thumbnail72.png ../../../_images/flux-thumbnail73.png ../../../_images/flux-thumbnail74.png

SSI

1

0.992

0.994

0.946

0.994

0.996

MSE

0

15.693

1.442

80.139

12.716

5.951

NRMSE

0

0.94

0.285

2.124

0.846

0.579

NMI

0

1.039

1.084

1.051

1.059

1.147

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

Dataset

Counts

PSF

Exposure

Background

../../../_images/counts13.png
../../../_images/psf13.png
../../../_images/exposure13.png
../../../_images/background13.png