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-thumbnail3.png ../../../_images/counts-thumbnail35.png ../../../_images/flux-thumbnail175.png ../../../_images/flux-thumbnail176.png ../../../_images/flux-thumbnail177.png ../../../_images/flux-thumbnail178.png ../../../_images/flux-thumbnail179.png

SSI

1

0.954

0.965

0.918

0.984

0.983

MSE

0

392.153

786.435

4229.448

162.853

264.001

NRMSE

0

0.618

0.876

2.03

0.398

0.507

NMI

0

1.156

1.287

1.247

1.356

1.355

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

Dataset

Counts

PSF

Exposure

Background

../../../_images/counts34.png
../../../_images/psf34.png
../../../_images/exposure34.png
../../../_images/background34.png