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-thumbnail.png ../../../_images/counts-thumbnail5.png ../../../_images/flux-thumbnail25.png ../../../_images/flux-thumbnail26.png ../../../_images/flux-thumbnail27.png ../../../_images/flux-thumbnail28.png ../../../_images/flux-thumbnail29.png

SSI

1

0.99

0.987

0.942

0.991

0.993

MSE

0

0.709

0.143

5.382

0.56

0.443

NRMSE

0

0.999

0.448

2.752

0.888

0.79

NMI

0

1.038

1.061

1.031

1.048

1.055

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

Dataset

Counts

PSF

Exposure

Background

../../../_images/counts4.png
../../../_images/psf4.png
../../../_images/exposure4.png
../../../_images/background4.png