Benchmarking : Smil vs scikit-image

Morphological Image Libraries

Results on nestor…

Image type : binary

Function : erode

Function : open

Function : distance

Function : segmentation

Function : label

Function : fastLabel

Function : areaThreshold

Function : thinning

Graphical results

Function : erode

alumine.png
Image Size Structuring Element Size
Elapsed Time Speed Up Elapsed Time Speed Up
balls.png
Image Size Structuring Element Size
Elapsed Time Speed Up Elapsed Time Speed Up
bubbles_bin.png
Image Size Structuring Element Size
Elapsed Time Speed Up Elapsed Time Speed Up
cells.png
Image Size Structuring Element Size
Elapsed Time Speed Up Elapsed Time Speed Up
coffee.png
Image Size Structuring Element Size
Elapsed Time Speed Up Elapsed Time Speed Up
eutectic.png
Image Size Structuring Element Size
Elapsed Time Speed Up Elapsed Time Speed Up
gruyere.png
Image Size Structuring Element Size
Elapsed Time Speed Up Elapsed Time Speed Up
hubble_EDF_bin.png
Image Size Structuring Element Size
Elapsed Time Speed Up Elapsed Time Speed Up
metal.png
Image Size Structuring Element Size
Elapsed Time Speed Up Elapsed Time Speed Up

Function : open

alumine.png
Image Size Structuring Element Size
Elapsed Time Speed Up Elapsed Time Speed Up
balls.png
Image Size Structuring Element Size
Elapsed Time Speed Up Elapsed Time Speed Up
bubbles_bin.png
Image Size Structuring Element Size
Elapsed Time Speed Up Elapsed Time Speed Up
cells.png
Image Size Structuring Element Size
Elapsed Time Speed Up Elapsed Time Speed Up
coffee.png
Image Size Structuring Element Size
Elapsed Time Speed Up Elapsed Time Speed Up
eutectic.png
Image Size Structuring Element Size
Elapsed Time Speed Up Elapsed Time Speed Up
gruyere.png
Image Size Structuring Element Size
Elapsed Time Speed Up Elapsed Time Speed Up
hubble_EDF_bin.png
Image Size Structuring Element Size
Elapsed Time Speed Up Elapsed Time Speed Up
metal.png
Image Size Structuring Element Size
Elapsed Time Speed Up Elapsed Time Speed Up

Function : distance

alumine.png
Image Size
Elapsed Time Speed Up
balls.png
Image Size
Elapsed Time Speed Up
bubbles_bin.png
Image Size
Elapsed Time Speed Up
cells.png
Image Size
Elapsed Time Speed Up
coffee.png
Image Size
Elapsed Time Speed Up
eutectic.png
Image Size
Elapsed Time Speed Up
gruyere.png
Image Size
Elapsed Time Speed Up
hubble_EDF_bin.png
Image Size
Elapsed Time Speed Up
metal.png
Image Size
Elapsed Time Speed Up

Function : segmentation

alumine.png
Image Size
Elapsed Time Speed Up
balls.png
Image Size
Elapsed Time Speed Up
bubbles_bin.png
Image Size
Elapsed Time Speed Up
cells.png
Image Size
Elapsed Time Speed Up
coffee.png
Image Size
Elapsed Time Speed Up
eutectic.png
Image Size
Elapsed Time Speed Up
gruyere.png
Image Size
Elapsed Time Speed Up
hubble_EDF_bin.png
Image Size
Elapsed Time Speed Up
metal.png
Image Size
Elapsed Time Speed Up

Function : label

alumine.png
Image Size
Elapsed Time Speed Up
balls.png
Image Size
Elapsed Time Speed Up
bubbles_bin.png
Image Size
Elapsed Time Speed Up
cells.png
Image Size
Elapsed Time Speed Up
coffee.png
Image Size
Elapsed Time Speed Up
eutectic.png
Image Size
Elapsed Time Speed Up
gruyere.png
Image Size
Elapsed Time Speed Up
hubble_EDF_bin.png
Image Size
Elapsed Time Speed Up
metal.png
Image Size
Elapsed Time Speed Up

Function : fastLabel

alumine.png
Image Size
Elapsed Time Speed Up
balls.png
Image Size
Elapsed Time Speed Up
bubbles_bin.png
Image Size
Elapsed Time Speed Up
cells.png
Image Size
Elapsed Time Speed Up
coffee.png
Image Size
Elapsed Time Speed Up
eutectic.png
Image Size
Elapsed Time Speed Up
gruyere.png
Image Size
Elapsed Time Speed Up
hubble_EDF_bin.png
Image Size
Elapsed Time Speed Up
metal.png
Image Size
Elapsed Time Speed Up

Function : areaThreshold

alumine.png
Image Size
Elapsed Time Speed Up
balls.png
Image Size
Elapsed Time Speed Up
bubbles_bin.png
Image Size
Elapsed Time Speed Up
cells.png
Image Size
Elapsed Time Speed Up
coffee.png
Image Size
Elapsed Time Speed Up
eutectic.png
Image Size
Elapsed Time Speed Up
gruyere.png
Image Size
Elapsed Time Speed Up
hubble_EDF_bin.png
Image Size
Elapsed Time Speed Up
metal.png
Image Size
Elapsed Time Speed Up

Function : thinning

alumine.png
Image Size
Elapsed Time Speed Up
balls.png
Image Size
Elapsed Time Speed Up
bubbles_bin.png
Image Size
Elapsed Time Speed Up
cells.png
Image Size
Elapsed Time Speed Up
coffee.png
Image Size
Elapsed Time Speed Up
eutectic.png
Image Size
Elapsed Time Speed Up
gruyere.png
Image Size
Elapsed Time Speed Up
hubble_EDF_bin.png
Image Size
Elapsed Time Speed Up
metal.png
Image Size
Elapsed Time Speed Up