Xmm

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-thumbnail.png ../../../_images/counts-thumbnail4.png ../../../_images/flux-thumbnail20.png ../../../_images/flux-thumbnail21.png ../../../_images/flux-thumbnail22.png ../../../_images/flux-thumbnail23.png ../../../_images/flux-thumbnail24.png

SSI

1

0.987

0.979

0.939

0.99

0.99

MSE

0

0.694

0.495

25.09

0.677

0.683

NRMSE

0

0.988

0.835

5.942

0.976

0.98

NMI

0

1.016

1.04

1.009

1.018

1.009

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

Dataset

Counts

PSF

Exposure

Background

../../../_images/counts5.png
../../../_images/psf5.png
../../../_images/exposure5.png
../../../_images/background5.png