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-thumbnail1.png ../../../_images/counts-thumbnail11.png ../../../_images/flux-thumbnail55.png ../../../_images/flux-thumbnail56.png ../../../_images/flux-thumbnail57.png ../../../_images/flux-thumbnail58.png ../../../_images/flux-thumbnail59.png

SSI

1

0.991

0.993

0.94

0.994

0.997

MSE

0

17.108

2.207

54.491

12.887

5.305

NRMSE

0

0.981

0.352

1.751

0.852

0.546

NMI

0

1.041

1.068

1.043

1.055

1.147

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

Dataset

Counts

PSF

Exposure

Background

../../../_images/counts10.png
../../../_images/psf10.png
../../../_images/exposure10.png
../../../_images/background10.png