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-thumbnail5.png ../../../_images/counts-thumbnail53.png ../../../_images/flux-thumbnail265.png ../../../_images/flux-thumbnail266.png ../../../_images/flux-thumbnail267.png ../../../_images/flux-thumbnail268.png ../../../_images/flux-thumbnail269.png

SSI

1

0.953

0.963

0.887

0.982

0.982

MSE

0

388.846

697.979

4388.244

164.474

263.154

NRMSE

0

0.616

0.825

2.068

0.4

0.506

NMI

0

1.157

1.297

1.212

1.356

1.363

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

Dataset

Counts

PSF

Exposure

Background

../../../_images/counts52.png
../../../_images/psf52.png
../../../_images/exposure52.png
../../../_images/background52.png