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-thumbnail7.png ../../../_images/counts-thumbnail71.png ../../../_images/flux-thumbnail355.png ../../../_images/flux-thumbnail356.png ../../../_images/flux-thumbnail357.png ../../../_images/flux-thumbnail358.png ../../../_images/flux-thumbnail359.png

SSI

1

0.982

0.991

0.959

0.981

0.984

MSE

0

5.438

0.589

18.337

5.263

3.84

NRMSE

0

0.914

0.301

1.679

0.899

0.768

NMI

0

1.015

1.045

1.017

1.013

1.056

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

Dataset

Counts

PSF

Exposure

Background

../../../_images/counts70.png
../../../_images/psf70.png
../../../_images/exposure70.png
../../../_images/background70.png