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-thumbnail20.png ../../../_images/flux-thumbnail100.png ../../../_images/flux-thumbnail101.png ../../../_images/flux-thumbnail102.png ../../../_images/flux-thumbnail103.png ../../../_images/flux-thumbnail104.png

SSI

1

0.994

0.995

0.947

0.996

0.998

MSE

0

52.59

4.952

178.445

25.186

19.343

NRMSE

0

0.86

0.264

1.585

0.595

0.522

NMI

0

1.04

1.115

1.043

1.112

1.162

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

Dataset

Counts

PSF

Exposure

Background

../../../_images/counts19.png
../../../_images/psf19.png
../../../_images/exposure19.png
../../../_images/background19.png