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-thumbnail4.png ../../../_images/counts-thumbnail44.png ../../../_images/flux-thumbnail220.png ../../../_images/flux-thumbnail221.png ../../../_images/flux-thumbnail222.png ../../../_images/flux-thumbnail223.png ../../../_images/flux-thumbnail224.png

SSI

1

0.953

0.97

0.903

0.984

0.983

MSE

0

391.824

713.283

4174.14

166.627

266.244

NRMSE

0

0.618

0.834

2.017

0.403

0.509

NMI

0

1.155

1.306

1.212

1.352

1.367

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

Dataset

Counts

PSF

Exposure

Background

../../../_images/counts43.png
../../../_images/psf43.png
../../../_images/exposure43.png
../../../_images/background43.png