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Morphological Image Library : Smil vs scikit-image |
On taurusImage balls - 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 01:22:56 PM
Image : balls.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 0.001 0.111 0.116 - (ms)
2.0 - 512 1 - 0.099 0.000 0.099 0.100 - (ms)
4.0 - 1024 1 - 0.151 0.002 0.148 0.153 - (ms)
8.0 - 2048 1 - 0.214 0.001 0.213 0.216 - (ms)
16.0 - 4096 1 - 0.506 0.004 0.502 0.510 - (ms)
32.0 - 8192 1 - 2.461 0.001 2.460 2.462 - (ms)
* skImage
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
1.0 - 256 1 - 1.672 0.003 1.669 1.677 - (ms)
2.0 - 512 1 - 6.223 0.022 6.209 6.276 - (ms)
4.0 - 1024 1 - 24.891 0.089 24.796 25.066 - (ms)
8.0 - 2048 1 - 110.784 2.601 108.735 116.489 - (ms)
16.0 - 4096 1 - 442.792 0.386 442.183 443.444 - (ms)
32.0 - 8192 1 - 1771.834 3.760 1768.322 1779.969 - (ms)
* Speed-up : (dt_skimage / dt_Smil)
| T(Smil) | T(skImage) | T(skImage)/T(Smil) [*]
---------------------------------------------------------------
256 | 0.112 | 1.672 | 14.925 1.174
512 | 0.099 | 6.223 | 62.659 1.797
1024 | 0.151 | 24.891 | 165.116 2.218
2048 | 0.214 | 110.784 | 517.311 2.714
4096 | 0.506 | 442.792 | 875.509 2.942
8192 | 2.461 | 1771.834 | 719.988 2.857
- [*] : ratio and log10(ratio) in columns
* Elapsed time : 99.6 s
-*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*-
*** Structuring element size ***
* Smil
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
8.0 - 2048 1 - 0.213 0.019 0.203 0.258 - (ms)
8.0 - 2048 2 - 0.299 0.001 0.298 0.299 - (ms)
8.0 - 2048 3 - 0.395 0.002 0.393 0.399 - (ms)
8.0 - 2048 4 - 0.490 0.002 0.487 0.493 - (ms)
8.0 - 2048 5 - 0.580 0.001 0.578 0.583 - (ms)
8.0 - 2048 6 - 0.672 0.003 0.669 0.678 - (ms)
8.0 - 2048 7 - 0.773 0.005 0.769 0.783 - (ms)
8.0 - 2048 8 - 0.866 0.008 0.856 0.876 - (ms)
* skImage
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
8.0 - 2048 1 - 108.931 0.266 108.540 109.259 - (ms)
8.0 - 2048 2 - 229.579 0.161 229.363 229.856 - (ms)
8.0 - 2048 3 - 414.013 0.351 413.764 414.845 - (ms)
8.0 - 2048 4 - 738.406 5.502 734.273 748.549 - (ms)
8.0 - 2048 5 - 1076.659 0.645 1075.684 1077.619 - (ms)
8.0 - 2048 6 - 1451.581 0.131 1451.387 1451.748 - (ms)
8.0 - 2048 7 - 1895.626 2.704 1893.662 1901.318 - (ms)
8.0 - 2048 8 - 2399.082 0.165 2398.778 2399.319 - (ms)
* Speed-up : (dt_skimage / dt_Smil)
| T(Smil) | T(skImage) | T(skImage)/T(Smil) [*]
---------------------------------------------------------------
1 | 0.213 | 108.931 | 510.911 2.708
2 | 0.299 | 229.579 | 768.800 2.886
3 | 0.395 | 414.013 | 1048.023 3.020
4 | 0.490 | 738.406 | 1507.052 3.178
5 | 0.580 | 1076.659 | 1854.992 3.268
6 | 0.672 | 1451.581 | 2159.098 3.334
7 | 0.773 | 1895.626 | 2453.191 3.390
8 | 0.866 | 2399.082 | 2770.793 3.443
- [*] : ratio and log10(ratio) in columns
* Elapsed time : 150.8 s
-*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*-
=> Elapsed time : 251 secs
Begin : 13:22:55
End : 13:27:06
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