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-thumbnail77.png ../../../_images/flux-thumbnail385.png ../../../_images/flux-thumbnail386.png ../../../_images/flux-thumbnail387.png ../../../_images/flux-thumbnail388.png ../../../_images/flux-thumbnail389.png

SSI

1

0.981

0.986

0.882

0.982

0.986

MSE

0

5.692

0.896

22.726

5.139

3.604

NRMSE

0

0.931

0.369

1.86

0.885

0.741

NMI

0

1.01

1.04

1.031

1.011

1.07

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

Dataset

Counts

PSF

Exposure

Background

../../../_images/counts76.png
../../../_images/psf76.png
../../../_images/exposure76.png
../../../_images/background76.png