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Morphological Image Library : Smil vs scikit-image |
On nestorImage tools - Type gray - Function areaOpen
SMIL (Simple Morphological Image Library) 1.0.0-dev
Copyright (c) 2011-2016, Matthieu FAESSEL and ARMINES
Copyright (c) 2017-2021, CMM - Centre de Morphologie Mathematique
All rights reserved.
Date : 27/07/2021 11:27:05 AM
Image : tools.png
width : 256
height : 256
depth : 1
type : gray
Function : areaOpen
repeat : 7
-*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*-
*** Image size ***
* Smil
- Side SE - Mean Std Dev Min Max
------------------------------------------------------------------
1.0 - 256 1 - 18.676 0.021 18.650 18.706 - (ms)
2.0 - 512 1 - 29.778 0.035 29.735 29.844 - (ms)
4.0 - 1024 1 - 76.673 0.028 76.615 76.714 - (ms)
8.0 - 2048 1 - 277.394 0.271 276.747 277.604 - (ms)
16.0 - 4096 1 - 1092.126 1.257 1090.395 1094.345 - (ms)
32.0 - 8192 1 - 4922.893 14.789 4899.799 4940.262 - (ms)
* skImage
- Side SE - Mean Std Dev Min Max
------------------------------------------------------------------
1.0 - 256 1 - 88.564 0.169 88.195 88.704 - (ms)
2.0 - 512 1 - 336.969 0.205 336.677 337.287 - (ms)
4.0 - 1024 1 - 1324.395 1.518 1321.827 1326.530 - (ms)
8.0 - 2048 1 - 7392.009 68.413 7336.775 7530.287 - (ms)
16.0 - 4096 1 - 45673.380 286.079 45425.214 46358.757 - (ms)
32.0 - 8192 1 - 341580.029 740.932 340646.069 342982.737 - (ms)
* Speed-up : (dt_skimage / dt_Smil)
| T(Smil) | T(skImage) | T(skImage)/T(Smil) [*]
---------------------------------------------------------------
256 | 18.676 | 88.564 | 4.742 0.676
512 | 29.778 | 336.969 | 11.316 1.054
1024 | 76.673 | 1324.395 | 17.273 1.237
2048 | 277.394 | 7392.009 | 26.648 1.426
4096 | 1092.126 | 45673.380 | 41.821 1.621
8192 | 4922.893 | 341580.029 | 69.386 1.841
- [*] : ratio and log10(ratio) in columns
* Elapsed time : 3304.0 s
-*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*-
=> Elapsed time : 3305 secs
Begin : 11:27:04
End : 12:22:09
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