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Morphological Image Library : Smil vs scikit-image |
On taurusImage bubbles_bin - 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 01:27:08 PM
Image : bubbles_bin.png
width : 512
height : 512
depth : 1
type : binary
Function : open
repeat : 7
-*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*-
*** Image size ***
* Smil
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
0.5 - 256 1 - 0.120 0.002 0.115 0.121 - (ms)
1.0 - 512 1 - 0.094 0.001 0.093 0.095 - (ms)
2.0 - 1024 1 - 0.157 0.002 0.153 0.161 - (ms)
4.0 - 2048 1 - 0.188 0.001 0.187 0.190 - (ms)
8.0 - 4096 1 - 0.496 0.000 0.495 0.496 - (ms)
16.0 - 8192 1 - 2.433 0.000 2.432 2.434 - (ms)
* skImage
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
0.5 - 256 1 - 1.720 0.032 1.643 1.743 - (ms)
1.0 - 512 1 - 6.185 0.212 6.077 6.699 - (ms)
2.0 - 1024 1 - 26.853 0.430 26.432 27.534 - (ms)
4.0 - 2048 1 - 110.073 0.533 109.381 111.226 - (ms)
8.0 - 4096 1 - 443.655 4.278 440.682 453.603 - (ms)
16.0 - 8192 1 - 1767.612 2.496 1763.772 1771.065 - (ms)
* Speed-up : (dt_skimage / dt_Smil)
| T(Smil) | T(skImage) | T(skImage)/T(Smil) [*]
---------------------------------------------------------------
256 | 0.120 | 1.720 | 14.320 1.156
512 | 0.094 | 6.185 | 65.752 1.818
1024 | 0.157 | 26.853 | 171.517 2.234
2048 | 0.188 | 110.073 | 586.322 2.768
4096 | 0.496 | 443.655 | 894.932 2.952
8192 | 2.433 | 1767.612 | 726.623 2.861
- [*] : ratio and log10(ratio) in columns
* Elapsed time : 101.9 s
-*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*-
*** Structuring element size ***
* Smil
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
4.0 - 2048 1 - 0.206 0.004 0.203 0.214 - (ms)
4.0 - 2048 2 - 0.298 0.000 0.297 0.298 - (ms)
4.0 - 2048 3 - 0.390 0.002 0.388 0.394 - (ms)
4.0 - 2048 4 - 0.484 0.002 0.482 0.488 - (ms)
4.0 - 2048 5 - 0.584 0.006 0.575 0.590 - (ms)
4.0 - 2048 6 - 0.687 0.002 0.683 0.690 - (ms)
4.0 - 2048 7 - 0.800 0.007 0.793 0.811 - (ms)
4.0 - 2048 8 - 0.900 0.006 0.892 0.910 - (ms)
* skImage
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
4.0 - 2048 1 - 109.841 0.153 109.627 110.120 - (ms)
4.0 - 2048 2 - 231.118 0.194 230.893 231.430 - (ms)
4.0 - 2048 3 - 417.322 5.581 414.699 430.966 - (ms)
4.0 - 2048 4 - 735.184 0.190 734.808 735.453 - (ms)
4.0 - 2048 5 - 1076.196 0.158 1075.985 1076.436 - (ms)
4.0 - 2048 6 - 1454.300 2.378 1452.388 1458.481 - (ms)
4.0 - 2048 7 - 1894.795 0.181 1894.581 1895.148 - (ms)
4.0 - 2048 8 - 2401.103 2.700 2399.660 2407.704 - (ms)
* Speed-up : (dt_skimage / dt_Smil)
| T(Smil) | T(skImage) | T(skImage)/T(Smil) [*]
---------------------------------------------------------------
1 | 0.206 | 109.841 | 534.014 2.728
2 | 0.298 | 231.118 | 776.522 2.890
3 | 0.390 | 417.322 | 1070.134 3.029
4 | 0.484 | 735.184 | 1517.517 3.181
5 | 0.584 | 1076.196 | 1842.002 3.265
6 | 0.687 | 1454.300 | 2118.130 3.326
7 | 0.800 | 1894.795 | 2369.761 3.375
8 | 0.900 | 2401.103 | 2669.054 3.426
- [*] : ratio and log10(ratio) in columns
* Elapsed time : 151.0 s
-*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*-
=> Elapsed time : 254 secs
Begin : 13:27:07
End : 13:31:21
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