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-thumbnail8.png ../../../_images/flux-thumbnail40.png ../../../_images/flux-thumbnail41.png ../../../_images/flux-thumbnail42.png ../../../_images/flux-thumbnail43.png ../../../_images/flux-thumbnail44.png

SSI

1

0.988

0.974

0.962

0.987

0.992

MSE

0

0.751

0.602

5.974

0.609

0.441

NRMSE

0

1.028

0.92

2.9

0.926

0.788

NMI

0

1.041

1.027

1.056

1.028

1.084

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

Dataset

Counts

PSF

Exposure

Background

../../../_images/counts7.png
../../../_images/psf7.png
../../../_images/exposure7.png
../../../_images/background7.png