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-thumbnail.png ../../../_images/counts-thumbnail2.png ../../../_images/flux-thumbnail10.png ../../../_images/flux-thumbnail11.png ../../../_images/flux-thumbnail12.png ../../../_images/flux-thumbnail13.png ../../../_images/flux-thumbnail14.png

SSI

1

0.989

0.986

0.941

0.992

0.994

MSE

0

0.624

0.285

5.927

0.569

0.41

NRMSE

0

0.937

0.633

2.888

0.895

0.76

NMI

0

1.033

1.047

1.069

1.048

1.059

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

Dataset

Counts

PSF

Exposure

Background

../../../_images/counts1.png
../../../_images/psf1.png
../../../_images/exposure1.png
../../../_images/background1.png