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-thumbnail8.png ../../../_images/counts-thumbnail80.png ../../../_images/flux-thumbnail400.png ../../../_images/flux-thumbnail401.png ../../../_images/flux-thumbnail402.png ../../../_images/flux-thumbnail403.png ../../../_images/flux-thumbnail404.png

SSI

1

0.979

0.98

0.933

0.979

0.98

MSE

0

5.623

1.465

21.51

5.425

4.235

NRMSE

0

0.925

0.472

1.81

0.909

0.803

NMI

0

1.01

1.028

1.012

1.009

1.039

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

Dataset

Counts

PSF

Exposure

Background

../../../_images/counts79.png
../../../_images/psf79.png
../../../_images/exposure79.png
../../../_images/background79.png