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-thumbnail7.png ../../../_images/counts-thumbnail68.png ../../../_images/flux-thumbnail340.png ../../../_images/flux-thumbnail341.png ../../../_images/flux-thumbnail342.png ../../../_images/flux-thumbnail343.png ../../../_images/flux-thumbnail344.png

SSI

1

0.984

0.994

0.923

0.983

0.987

MSE

0

5.107

0.501

22.488

5.058

3.437

NRMSE

0

0.886

0.277

1.859

0.882

0.727

NMI

0

1.016

1.065

1.026

1.017

1.12

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

Dataset

Counts

PSF

Exposure

Background

../../../_images/counts67.png
../../../_images/psf67.png
../../../_images/exposure67.png
../../../_images/background67.png