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-thumbnail9.png ../../../_images/counts-thumbnail86.png ../../../_images/flux-thumbnail430.png ../../../_images/flux-thumbnail431.png ../../../_images/flux-thumbnail432.png ../../../_images/flux-thumbnail433.png ../../../_images/flux-thumbnail434.png

SSI

1

0.977

0.967

0.797

0.979

0.98

MSE

0

5.945

1.854

37.877

5.217

3.947

NRMSE

0

0.934

0.522

2.359

0.875

0.761

NMI

0

1.187

1.104

1.038

1.212

1.152

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

Dataset

Counts

PSF

Exposure

Background

../../../_images/counts85.png
../../../_images/psf85.png
../../../_images/exposure85.png
../../../_images/background85.png