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Morphological Image Library : Smil vs scikit-image |
On taurusImage cells - 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 01:31:23 PM
Image : cells.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 - 0.121 0.003 0.115 0.122 - (ms)
2.0 - 512 1 - 0.097 0.003 0.092 0.101 - (ms)
4.0 - 1024 1 - 0.157 0.002 0.154 0.160 - (ms)
8.0 - 2048 1 - 0.192 0.001 0.191 0.193 - (ms)
16.0 - 4096 1 - 0.443 0.000 0.443 0.443 - (ms)
32.0 - 8192 1 - 2.425 0.000 2.424 2.425 - (ms)
* skImage
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
1.0 - 256 1 - 1.791 0.073 1.708 1.897 - (ms)
2.0 - 512 1 - 6.288 0.060 6.249 6.430 - (ms)
4.0 - 1024 1 - 24.802 0.104 24.647 25.015 - (ms)
8.0 - 2048 1 - 109.573 0.130 109.362 109.735 - (ms)
16.0 - 4096 1 - 442.279 1.456 440.989 445.071 - (ms)
32.0 - 8192 1 - 1763.796 3.004 1759.310 1766.842 - (ms)
* Speed-up : (dt_skimage / dt_Smil)
| T(Smil) | T(skImage) | T(skImage)/T(Smil) [*]
---------------------------------------------------------------
256 | 0.121 | 1.791 | 14.778 1.170
512 | 0.097 | 6.288 | 64.577 1.810
1024 | 0.157 | 24.802 | 158.332 2.200
2048 | 0.192 | 109.573 | 571.302 2.757
4096 | 0.443 | 442.279 | 998.951 3.000
8192 | 2.425 | 1763.796 | 727.382 2.862
- [*] : ratio and log10(ratio) in columns
* Elapsed time : 101.0 s
-*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*-
*** Structuring element size ***
* Smil
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
8.0 - 2048 1 - 0.213 0.006 0.210 0.228 - (ms)
8.0 - 2048 2 - 0.314 0.002 0.312 0.318 - (ms)
8.0 - 2048 3 - 0.406 0.003 0.401 0.410 - (ms)
8.0 - 2048 4 - 0.520 0.006 0.514 0.532 - (ms)
8.0 - 2048 5 - 0.632 0.007 0.625 0.647 - (ms)
8.0 - 2048 6 - 0.720 0.002 0.716 0.723 - (ms)
8.0 - 2048 7 - 0.772 0.006 0.765 0.782 - (ms)
8.0 - 2048 8 - 0.864 0.006 0.856 0.873 - (ms)
* skImage
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
8.0 - 2048 1 - 113.708 4.792 109.497 121.226 - (ms)
8.0 - 2048 2 - 244.584 7.239 231.277 254.100 - (ms)
8.0 - 2048 3 - 414.731 0.917 413.932 416.647 - (ms)
8.0 - 2048 4 - 734.947 0.197 734.705 735.340 - (ms)
8.0 - 2048 5 - 1077.767 3.119 1076.172 1085.357 - (ms)
8.0 - 2048 6 - 1452.806 0.131 1452.581 1452.973 - (ms)
8.0 - 2048 7 - 1896.450 2.969 1894.382 1903.423 - (ms)
8.0 - 2048 8 - 2400.109 0.126 2399.936 2400.301 - (ms)
* Speed-up : (dt_skimage / dt_Smil)
| T(Smil) | T(skImage) | T(skImage)/T(Smil) [*]
---------------------------------------------------------------
1 | 0.213 | 113.708 | 532.991 2.727
2 | 0.314 | 244.584 | 778.024 2.891
3 | 0.406 | 414.731 | 1020.887 3.009
4 | 0.520 | 734.947 | 1414.537 3.151
5 | 0.632 | 1077.767 | 1704.807 3.232
6 | 0.720 | 1452.806 | 2018.225 3.305
7 | 0.772 | 1896.450 | 2455.527 3.390
8 | 0.864 | 2400.109 | 2776.576 3.444
- [*] : ratio and log10(ratio) in columns
* Elapsed time : 149.7 s
-*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*-
=> Elapsed time : 251 secs
Begin : 13:31:22
End : 13:35:33
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