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Morphological Image Library : Smil vs scikit-image |
On taurusImage eutectic - 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 01:39:48 PM
Image : eutectic.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 - 0.119 0.001 0.118 0.122 - (ms)
2.0 - 512 1 - 0.102 0.000 0.101 0.103 - (ms)
4.0 - 1024 1 - 0.157 0.002 0.155 0.160 - (ms)
8.0 - 2048 1 - 0.210 0.001 0.208 0.211 - (ms)
16.0 - 4096 1 - 0.484 0.000 0.484 0.485 - (ms)
32.0 - 8192 1 - 2.470 0.010 2.464 2.495 - (ms)
* skImage
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
1.0 - 256 1 - 1.696 0.006 1.686 1.707 - (ms)
2.0 - 512 1 - 6.204 0.012 6.184 6.222 - (ms)
4.0 - 1024 1 - 24.725 0.039 24.666 24.786 - (ms)
8.0 - 2048 1 - 109.951 0.225 109.558 110.208 - (ms)
16.0 - 4096 1 - 442.018 0.914 440.690 443.087 - (ms)
32.0 - 8192 1 - 1768.382 1.685 1766.013 1771.257 - (ms)
* Speed-up : (dt_skimage / dt_Smil)
| T(Smil) | T(skImage) | T(skImage)/T(Smil) [*]
---------------------------------------------------------------
256 | 0.119 | 1.696 | 14.230 1.153
512 | 0.102 | 6.204 | 60.924 1.785
1024 | 0.157 | 24.725 | 157.315 2.197
2048 | 0.210 | 109.951 | 524.744 2.720
4096 | 0.484 | 442.018 | 912.687 2.960
8192 | 2.470 | 1768.382 | 715.890 2.855
- [*] : ratio and log10(ratio) in columns
* Elapsed time : 100.9 s
-*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*-
*** Structuring element size ***
* Smil
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
8.0 - 2048 1 - 0.226 0.007 0.222 0.243 - (ms)
8.0 - 2048 2 - 0.329 0.002 0.326 0.332 - (ms)
8.0 - 2048 3 - 0.433 0.002 0.431 0.435 - (ms)
8.0 - 2048 4 - 0.538 0.001 0.535 0.539 - (ms)
8.0 - 2048 5 - 0.647 0.006 0.642 0.658 - (ms)
8.0 - 2048 6 - 0.755 0.005 0.746 0.761 - (ms)
8.0 - 2048 7 - 0.848 0.006 0.840 0.857 - (ms)
8.0 - 2048 8 - 0.951 0.009 0.932 0.965 - (ms)
* skImage
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
8.0 - 2048 1 - 109.740 0.409 108.992 110.164 - (ms)
8.0 - 2048 2 - 231.208 0.386 230.593 231.942 - (ms)
8.0 - 2048 3 - 414.435 0.062 414.369 414.524 - (ms)
8.0 - 2048 4 - 735.052 1.109 734.316 737.717 - (ms)
8.0 - 2048 5 - 1075.878 0.133 1075.688 1076.092 - (ms)
8.0 - 2048 6 - 1452.257 0.434 1451.866 1453.257 - (ms)
8.0 - 2048 7 - 1914.419 43.316 1893.917 2019.568 - (ms)
8.0 - 2048 8 - 2413.552 34.385 2399.232 2497.776 - (ms)
* Speed-up : (dt_skimage / dt_Smil)
| T(Smil) | T(skImage) | T(skImage)/T(Smil) [*]
---------------------------------------------------------------
1 | 0.226 | 109.740 | 485.015 2.686
2 | 0.329 | 231.208 | 702.214 2.846
3 | 0.433 | 414.435 | 958.044 2.981
4 | 0.538 | 735.052 | 1367.324 3.136
5 | 0.647 | 1075.878 | 1663.450 3.221
6 | 0.755 | 1452.257 | 1924.256 3.284
7 | 0.848 | 1914.419 | 2256.683 3.353
8 | 0.951 | 2413.552 | 2537.471 3.404
- [*] : ratio and log10(ratio) in columns
* Elapsed time : 151.3 s
-*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*-
=> Elapsed time : 253 secs
Begin : 13:39:47
End : 13:44:00
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