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-thumbnail83.png ../../../_images/flux-thumbnail415.png ../../../_images/flux-thumbnail416.png ../../../_images/flux-thumbnail417.png ../../../_images/flux-thumbnail418.png ../../../_images/flux-thumbnail419.png

SSI

1

0.977

0.977

0.803

0.981

0.982

MSE

0

5.841

0.942

30.809

5.043

3.197

NRMSE

0

0.926

0.372

2.127

0.861

0.685

NMI

0

1.17

1.126

1.043

1.262

1.11

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

Dataset

Counts

PSF

Exposure

Background

../../../_images/counts82.png
../../../_images/psf82.png
../../../_images/exposure82.png
../../../_images/background82.png