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-thumbnail32.png ../../../_images/flux-thumbnail160.png ../../../_images/flux-thumbnail161.png ../../../_images/flux-thumbnail162.png ../../../_images/flux-thumbnail163.png ../../../_images/flux-thumbnail164.png

SSI

1

0.952

0.97

0.917

0.985

0.983

MSE

0

420.943

696.469

3699.679

177.191

283.788

NRMSE

0

0.641

0.824

1.899

0.416

0.526

NMI

0

1.15

1.313

1.233

1.382

1.398

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

Dataset

Counts

PSF

Exposure

Background

../../../_images/counts31.png
../../../_images/psf31.png
../../../_images/exposure31.png
../../../_images/background31.png