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-thumbnail7.png ../../../_images/counts-thumbnail65.png ../../../_images/flux-thumbnail325.png ../../../_images/flux-thumbnail326.png ../../../_images/flux-thumbnail327.png ../../../_images/flux-thumbnail328.png ../../../_images/flux-thumbnail329.png

SSI

1

0.981

0.995

0.932

0.984

0.988

MSE

0

6.161

0.535

18.66

4.994

3.67

NRMSE

0

0.973

0.287

1.694

0.876

0.751

NMI

0

1.017

1.083

1.025

1.018

1.106

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

Dataset

Counts

PSF

Exposure

Background

../../../_images/counts64.png
../../../_images/psf64.png
../../../_images/exposure64.png
../../../_images/background64.png