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-thumbnail6.png ../../../_images/counts-thumbnail62.png ../../../_images/flux-thumbnail310.png ../../../_images/flux-thumbnail311.png ../../../_images/flux-thumbnail312.png ../../../_images/flux-thumbnail313.png ../../../_images/flux-thumbnail314.png

SSI

1

0.92

0.971

0.868

0.923

0.932

MSE

0

80.679

34.151

316.959

76.763

62.777

NRMSE

0

0.886

0.577

1.757

0.865

0.782

NMI

0

1.048

1.182

1.046

1.061

1.091

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

Dataset

Counts

PSF

Exposure

Background

../../../_images/counts61.png
../../../_images/psf61.png
../../../_images/exposure61.png
../../../_images/background61.png