Xmm

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-thumbnail.png ../../../_images/counts-thumbnail1.png ../../../_images/flux-thumbnail5.png ../../../_images/flux-thumbnail6.png ../../../_images/flux-thumbnail7.png ../../../_images/flux-thumbnail8.png ../../../_images/flux-thumbnail9.png

SSI

1

0.986

0.977

0.924

0.991

0.982

MSE

0

0.688

0.991

21.786

0.674

0.831

NRMSE

0

0.984

1.181

5.537

0.974

1.081

NMI

0

1.017

1.049

1.027

1.021

1.063

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

Dataset

Counts

PSF

Exposure

Background

../../../_images/counts2.png
../../../_images/psf2.png
../../../_images/exposure2.png
../../../_images/background2.png