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-thumbnail3.png ../../../_images/counts-thumbnail29.png ../../../_images/flux-thumbnail145.png ../../../_images/flux-thumbnail146.png ../../../_images/flux-thumbnail147.png ../../../_images/flux-thumbnail148.png ../../../_images/flux-thumbnail149.png

SSI

1

0.952

0.974

0.915

0.985

0.983

MSE

0

424.587

630.092

4466.566

160.541

272.875

NRMSE

0

0.643

0.784

2.087

0.396

0.516

NMI

0

1.151

1.331

1.255

1.375

1.397

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

Dataset

Counts

PSF

Exposure

Background

../../../_images/counts28.png
../../../_images/psf28.png
../../../_images/exposure28.png
../../../_images/background28.png