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-thumbnail47.png ../../../_images/flux-thumbnail235.png ../../../_images/flux-thumbnail236.png ../../../_images/flux-thumbnail237.png ../../../_images/flux-thumbnail238.png ../../../_images/flux-thumbnail239.png

SSI

1

0.952

0.966

0.882

0.985

0.983

MSE

0

420.362

681.849

4021.359

163.229

276.56

NRMSE

0

0.64

0.815

1.98

0.399

0.519

NMI

0

1.147

1.304

1.215

1.378

1.398

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

Dataset

Counts

PSF

Exposure

Background

../../../_images/counts46.png
../../../_images/psf46.png
../../../_images/exposure46.png
../../../_images/background46.png