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Morphological Image Library : Smil vs scikit-image |
On taurusImage alumine - Type bin - 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 01:18:44 PM
Image : alumine.png
width : 256
height : 256
depth : 1
type : binary
Function : open
repeat : 7
-*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*-
*** Image size ***
* Smil
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
1.0 - 256 1 - 0.112 0.000 0.111 0.112 - (ms)
2.0 - 512 1 - 0.094 0.000 0.094 0.095 - (ms)
4.0 - 1024 1 - 0.151 0.005 0.147 0.161 - (ms)
8.0 - 2048 1 - 0.193 0.001 0.192 0.195 - (ms)
16.0 - 4096 1 - 0.480 0.000 0.480 0.481 - (ms)
32.0 - 8192 1 - 2.598 0.001 2.596 2.600 - (ms)
* skImage
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
1.0 - 256 1 - 1.592 0.030 1.575 1.664 - (ms)
2.0 - 512 1 - 6.361 0.174 6.235 6.642 - (ms)
4.0 - 1024 1 - 24.855 0.136 24.602 25.030 - (ms)
8.0 - 2048 1 - 110.143 0.414 109.805 111.101 - (ms)
16.0 - 4096 1 - 439.931 1.566 437.713 441.906 - (ms)
32.0 - 8192 1 - 1767.492 2.626 1763.862 1771.478 - (ms)
* Speed-up : (dt_skimage / dt_Smil)
| T(Smil) | T(skImage) | T(skImage)/T(Smil) [*]
---------------------------------------------------------------
256 | 0.112 | 1.592 | 14.268 1.154
512 | 0.094 | 6.361 | 67.352 1.828
1024 | 0.151 | 24.855 | 164.493 2.216
2048 | 0.193 | 110.143 | 570.385 2.756
4096 | 0.480 | 439.931 | 915.667 2.962
8192 | 2.598 | 1767.492 | 680.406 2.833
- [*] : ratio and log10(ratio) in columns
* Elapsed time : 100.2 s
-*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*-
*** Structuring element size ***
* Smil
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
8.0 - 2048 1 - 0.223 0.021 0.203 0.260 - (ms)
8.0 - 2048 2 - 0.302 0.001 0.301 0.304 - (ms)
8.0 - 2048 3 - 0.404 0.013 0.387 0.422 - (ms)
8.0 - 2048 4 - 0.488 0.002 0.484 0.490 - (ms)
8.0 - 2048 5 - 0.587 0.001 0.584 0.589 - (ms)
8.0 - 2048 6 - 0.682 0.002 0.679 0.685 - (ms)
8.0 - 2048 7 - 0.771 0.002 0.767 0.773 - (ms)
8.0 - 2048 8 - 0.867 0.004 0.860 0.871 - (ms)
* skImage
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
8.0 - 2048 1 - 109.858 0.223 109.437 110.164 - (ms)
8.0 - 2048 2 - 230.585 0.321 230.089 231.166 - (ms)
8.0 - 2048 3 - 415.745 0.500 415.064 416.548 - (ms)
8.0 - 2048 4 - 734.866 0.309 734.351 735.308 - (ms)
8.0 - 2048 5 - 1076.289 0.136 1076.137 1076.539 - (ms)
8.0 - 2048 6 - 1452.249 0.167 1452.015 1452.496 - (ms)
8.0 - 2048 7 - 1894.455 0.167 1894.255 1894.728 - (ms)
8.0 - 2048 8 - 2400.153 0.236 2399.937 2400.700 - (ms)
* Speed-up : (dt_skimage / dt_Smil)
| T(Smil) | T(skImage) | T(skImage)/T(Smil) [*]
---------------------------------------------------------------
1 | 0.223 | 109.858 | 492.635 2.693
2 | 0.302 | 230.585 | 763.790 2.883
3 | 0.404 | 415.745 | 1029.246 3.013
4 | 0.488 | 734.866 | 1505.873 3.178
5 | 0.587 | 1076.289 | 1834.138 3.263
6 | 0.682 | 1452.249 | 2128.682 3.328
7 | 0.771 | 1894.455 | 2458.687 3.391
8 | 0.867 | 2400.153 | 2768.279 3.442
- [*] : ratio and log10(ratio) in columns
* Elapsed time : 150.1 s
-*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*-
=> Elapsed time : 251 secs
Begin : 13:18:43
End : 13:22:54
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