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-thumbnail9.png ../../../_images/counts-thumbnail89.png ../../../_images/flux-thumbnail445.png ../../../_images/flux-thumbnail446.png ../../../_images/flux-thumbnail447.png ../../../_images/flux-thumbnail448.png ../../../_images/flux-thumbnail449.png

SSI

1

0.976

0.958

0.844

0.975

0.977

MSE

0

5.252

1.795

31.75

5.423

3.689

NRMSE

0

0.878

0.513

2.159

0.892

0.736

NMI

0

1.163

1.055

1.014

1.126

1.092

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

Dataset

Counts

PSF

Exposure

Background

../../../_images/counts88.png
../../../_images/psf88.png
../../../_images/exposure88.png
../../../_images/background88.png