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-thumbnail74.png ../../../_images/flux-thumbnail370.png ../../../_images/flux-thumbnail371.png ../../../_images/flux-thumbnail372.png ../../../_images/flux-thumbnail373.png ../../../_images/flux-thumbnail374.png

SSI

1

0.98

0.992

0.868

0.983

0.987

MSE

0

6.176

0.409

22.832

5.032

3.229

NRMSE

0

0.97

0.25

1.865

0.875

0.701

NMI

0

1.013

1.05

1.015

1.012

1.112

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

Dataset

Counts

PSF

Exposure

Background

../../../_images/counts73.png
../../../_images/psf73.png
../../../_images/exposure73.png
../../../_images/background73.png