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-thumbnail5.png ../../../_images/counts-thumbnail50.png ../../../_images/flux-thumbnail250.png ../../../_images/flux-thumbnail251.png ../../../_images/flux-thumbnail252.png ../../../_images/flux-thumbnail253.png ../../../_images/flux-thumbnail254.png

SSI

1

0.952

0.966

0.881

0.985

0.983

MSE

0

418.937

591.192

4058.507

160.963

272.245

NRMSE

0

0.639

0.759

1.989

0.396

0.515

NMI

0

1.145

1.28

1.222

1.366

1.396

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

Dataset

Counts

PSF

Exposure

Background

../../../_images/counts49.png
../../../_images/psf49.png
../../../_images/exposure49.png
../../../_images/background49.png