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-thumbnail38.png ../../../_images/flux-thumbnail190.png ../../../_images/flux-thumbnail191.png ../../../_images/flux-thumbnail192.png ../../../_images/flux-thumbnail193.png ../../../_images/flux-thumbnail194.png

SSI

1

0.952

0.97

0.906

0.985

0.983

MSE

0

422.308

712.265

3876.24

168.263

281.012

NRMSE

0

0.642

0.833

1.944

0.405

0.523

NMI

0

1.15

1.318

1.236

1.378

1.382

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

Dataset

Counts

PSF

Exposure

Background

../../../_images/counts37.png
../../../_images/psf37.png
../../../_images/exposure37.png
../../../_images/background37.png