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Morphological Image Library : Smil vs scikit-image |
On nestorImage bubbles_bin - Type bin - Function erode
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 02:08:51 PM
Image : bubbles_bin.png
width : 512
height : 512
depth : 1
type : binary
Function : erode
repeat : 7
-*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*-
*** Image size ***
* Smil
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
0.5 - 256 1 - 0.016 0.000 0.016 0.016 - (ms)
1.0 - 512 1 - 0.032 0.000 0.032 0.032 - (ms)
2.0 - 1024 1 - 0.094 0.000 0.094 0.094 - (ms)
4.0 - 2048 1 - 0.367 0.000 0.367 0.368 - (ms)
8.0 - 4096 1 - 2.529 0.000 2.528 2.530 - (ms)
16.0 - 8192 1 - 10.017 0.004 10.011 10.023 - (ms)
* skImage
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
0.5 - 256 1 - 0.807 0.000 0.807 0.807 - (ms)
1.0 - 512 1 - 3.651 0.001 3.651 3.653 - (ms)
2.0 - 1024 1 - 12.594 0.002 12.592 12.599 - (ms)
4.0 - 2048 1 - 53.139 0.005 53.134 53.149 - (ms)
8.0 - 4096 1 - 209.899 0.012 209.879 209.922 - (ms)
16.0 - 8192 1 - 839.010 0.192 838.790 839.347 - (ms)
* Speed-up : (dt_skimage / dt_Smil)
| T(Smil) | T(skImage) | T(skImage)/T(Smil) [*]
---------------------------------------------------------------
256 | 0.016 | 0.807 | 48.913 1.689
512 | 0.032 | 3.651 | 114.345 2.058
1024 | 0.094 | 12.594 | 133.320 2.125
2048 | 0.367 | 53.139 | 144.607 2.160
4096 | 2.529 | 209.899 | 83.002 1.919
8192 | 10.017 | 839.010 | 83.762 1.923
- [*] : ratio and log10(ratio) in columns
* Elapsed time : 97.6 s
-*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*-
*** Structuring element size ***
* Smil
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
4.0 - 2048 1 - 0.364 0.000 0.364 0.365 - (ms)
4.0 - 2048 2 - 0.689 0.000 0.689 0.690 - (ms)
4.0 - 2048 3 - 1.016 0.000 1.015 1.017 - (ms)
4.0 - 2048 4 - 1.337 0.000 1.336 1.337 - (ms)
4.0 - 2048 5 - 1.659 0.000 1.659 1.659 - (ms)
4.0 - 2048 6 - 1.983 0.000 1.983 1.983 - (ms)
4.0 - 2048 7 - 2.303 0.000 2.302 2.303 - (ms)
4.0 - 2048 8 - 2.624 0.000 2.624 2.624 - (ms)
* skImage
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
4.0 - 2048 1 - 53.138 0.003 53.134 53.143 - (ms)
4.0 - 2048 2 - 96.838 0.009 96.826 96.850 - (ms)
4.0 - 2048 3 - 169.240 0.023 169.215 169.281 - (ms)
4.0 - 2048 4 - 238.243 0.060 238.200 238.388 - (ms)
4.0 - 2048 5 - 324.738 0.017 324.719 324.774 - (ms)
4.0 - 2048 6 - 428.546 0.048 428.489 428.636 - (ms)
4.0 - 2048 7 - 549.470 0.033 549.429 549.513 - (ms)
4.0 - 2048 8 - 690.333 3.865 687.972 698.811 - (ms)
* Speed-up : (dt_skimage / dt_Smil)
| T(Smil) | T(skImage) | T(skImage)/T(Smil) [*]
---------------------------------------------------------------
1 | 0.364 | 53.138 | 145.854 2.164
2 | 0.689 | 96.838 | 140.478 2.148
3 | 1.016 | 169.240 | 166.597 2.222
4 | 1.337 | 238.243 | 178.234 2.251
5 | 1.659 | 324.738 | 195.741 2.292
6 | 1.983 | 428.546 | 216.097 2.335
7 | 2.303 | 549.470 | 238.626 2.378
8 | 2.624 | 690.333 | 263.077 2.420
- [*] : ratio and log10(ratio) in columns
* Elapsed time : 130.0 s
-*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*-
=> Elapsed time : 229 secs
Begin : 14:08:50
End : 14:12:39
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