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-thumbnail4.png ../../../_images/counts-thumbnail41.png ../../../_images/flux-thumbnail205.png ../../../_images/flux-thumbnail206.png ../../../_images/flux-thumbnail207.png ../../../_images/flux-thumbnail208.png ../../../_images/flux-thumbnail209.png

SSI

1

0.952

0.968

0.904

0.985

0.983

MSE

0

420.052

690.541

3783.998

168.902

271.298

NRMSE

0

0.64

0.82

1.921

0.406

0.514

NMI

0

1.15

1.3

1.238

1.363

1.385

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

Dataset

Counts

PSF

Exposure

Background

../../../_images/counts40.png
../../../_images/psf40.png
../../../_images/exposure40.png
../../../_images/background40.png