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-thumbnail2.png ../../../_images/counts-thumbnail23.png ../../../_images/flux-thumbnail115.png ../../../_images/flux-thumbnail116.png ../../../_images/flux-thumbnail117.png ../../../_images/flux-thumbnail118.png ../../../_images/flux-thumbnail119.png

SSI

1

0.993

0.995

0.946

0.996

0.997

MSE

0

58.559

5.098

170.483

25.742

16.282

NRMSE

0

0.908

0.268

1.549

0.602

0.479

NMI

0

1.038

1.093

1.063

1.104

1.175

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

Dataset

Counts

PSF

Exposure

Background

../../../_images/counts22.png
../../../_images/psf22.png
../../../_images/exposure22.png
../../../_images/background22.png