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Morphological Image Library : Smil vs scikit-image |
On taurusImage tools - Type gray - Function open
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 : 30/09/2021 02:13:41 PM
Image : tools.png
width : 256
height : 256
depth : 1
type : gray
Function : open
repeat : 7
-*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*-
*** Image size ***
* Smil
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
1.0 - 256 1 - 0.116 0.002 0.112 0.117 - (ms)
2.0 - 512 1 - 0.092 0.000 0.091 0.093 - (ms)
4.0 - 1024 1 - 0.154 0.002 0.153 0.159 - (ms)
8.0 - 2048 1 - 0.207 0.003 0.205 0.215 - (ms)
16.0 - 4096 1 - 0.410 0.001 0.409 0.413 - (ms)
32.0 - 8192 1 - 2.518 0.002 2.517 2.522 - (ms)
* skImage
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
1.0 - 256 1 - 1.653 0.027 1.588 1.672 - (ms)
2.0 - 512 1 - 6.280 0.009 6.261 6.291 - (ms)
4.0 - 1024 1 - 24.751 0.063 24.659 24.854 - (ms)
8.0 - 2048 1 - 109.656 0.233 109.210 109.933 - (ms)
16.0 - 4096 1 - 441.101 0.457 440.414 441.835 - (ms)
32.0 - 8192 1 - 1767.710 2.600 1764.585 1772.629 - (ms)
* Speed-up : (dt_skimage / dt_Smil)
| T(Smil) | T(skImage) | T(skImage)/T(Smil) [*]
---------------------------------------------------------------
256 | 0.116 | 1.653 | 14.268 1.154
512 | 0.092 | 6.280 | 68.572 1.836
1024 | 0.154 | 24.751 | 160.356 2.205
2048 | 0.207 | 109.656 | 529.829 2.724
4096 | 0.410 | 441.101 | 1076.741 3.032
8192 | 2.518 | 1767.710 | 702.034 2.846
- [*] : ratio and log10(ratio) in columns
* Elapsed time : 101.9 s
-*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*-
*** Structuring element size ***
* Smil
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
8.0 - 2048 1 - 0.207 0.013 0.198 0.238 - (ms)
8.0 - 2048 2 - 0.293 0.001 0.291 0.294 - (ms)
8.0 - 2048 3 - 0.391 0.001 0.390 0.393 - (ms)
8.0 - 2048 4 - 0.487 0.002 0.484 0.491 - (ms)
8.0 - 2048 5 - 0.568 0.001 0.566 0.570 - (ms)
8.0 - 2048 6 - 0.677 0.002 0.675 0.681 - (ms)
8.0 - 2048 7 - 0.775 0.002 0.773 0.779 - (ms)
8.0 - 2048 8 - 0.868 0.003 0.865 0.875 - (ms)
* skImage
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
8.0 - 2048 1 - 109.960 0.305 109.631 110.660 - (ms)
8.0 - 2048 2 - 230.715 0.215 230.290 230.952 - (ms)
8.0 - 2048 3 - 414.717 0.121 414.571 414.925 - (ms)
8.0 - 2048 4 - 735.565 0.902 734.919 737.653 - (ms)
8.0 - 2048 5 - 1076.224 0.320 1075.884 1076.849 - (ms)
8.0 - 2048 6 - 1452.616 0.368 1452.348 1453.492 - (ms)
8.0 - 2048 7 - 1896.176 3.396 1894.166 1903.876 - (ms)
8.0 - 2048 8 - 2400.016 0.235 2399.738 2400.508 - (ms)
* Speed-up : (dt_skimage / dt_Smil)
| T(Smil) | T(skImage) | T(skImage)/T(Smil) [*]
---------------------------------------------------------------
1 | 0.207 | 109.960 | 530.876 2.725
2 | 0.293 | 230.715 | 788.655 2.897
3 | 0.391 | 414.717 | 1060.334 3.025
4 | 0.487 | 735.565 | 1511.171 3.179
5 | 0.568 | 1076.224 | 1894.732 3.278
6 | 0.677 | 1452.616 | 2145.918 3.332
7 | 0.775 | 1896.176 | 2446.199 3.388
8 | 0.868 | 2400.016 | 2764.010 3.442
- [*] : ratio and log10(ratio) in columns
* Elapsed time : 151.2 s
-*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*-
=> Elapsed time : 255 secs
Begin : 14:13:40
End : 14:17:55
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