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-thumbnail2.png ../../../_images/counts-thumbnail26.png ../../../_images/flux-thumbnail130.png ../../../_images/flux-thumbnail131.png ../../../_images/flux-thumbnail132.png ../../../_images/flux-thumbnail133.png ../../../_images/flux-thumbnail134.png

SSI

1

0.994

0.993

0.952

0.994

0.996

MSE

0

51.975

7.386

224.744

45.175

22.004

NRMSE

0

0.855

0.322

1.779

0.797

0.556

NMI

0

1.043

1.086

1.055

1.069

1.149

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

Dataset

Counts

PSF

Exposure

Background

../../../_images/counts25.png
../../../_images/psf25.png
../../../_images/exposure25.png
../../../_images/background25.png