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-thumbnail17.png ../../../_images/flux-thumbnail85.png ../../../_images/flux-thumbnail86.png ../../../_images/flux-thumbnail87.png ../../../_images/flux-thumbnail88.png ../../../_images/flux-thumbnail89.png

SSI

1

0.993

0.992

0.944

0.993

0.996

MSE

0

14.888

3.015

88.828

13.723

6.628

NRMSE

0

0.915

0.412

2.236

0.879

0.611

NMI

0

1.044

1.065

1.043

1.048

1.116

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

Dataset

Counts

PSF

Exposure

Background

../../../_images/counts16.png
../../../_images/psf16.png
../../../_images/exposure16.png
../../../_images/background16.png