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Morphological Image Library : Smil vs scikit-image |
On taurusImage cells - 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 12:16:33 PM
Image : cells.png
width : 256
height : 256
depth : 1
type : binary
Function : erode
repeat : 7
-*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*-
*** Image size ***
* Smil
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
1.0 - 256 1 - 0.055 0.000 0.054 0.056 - (ms)
2.0 - 512 1 - 0.050 0.000 0.049 0.050 - (ms)
4.0 - 1024 1 - 0.076 0.000 0.076 0.076 - (ms)
8.0 - 2048 1 - 0.100 0.000 0.100 0.100 - (ms)
16.0 - 4096 1 - 0.268 0.000 0.268 0.268 - (ms)
32.0 - 8192 1 - 1.610 0.092 1.571 1.834 - (ms)
* skImage
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
1.0 - 256 1 - 0.763 0.001 0.762 0.765 - (ms)
2.0 - 512 1 - 3.095 0.006 3.090 3.109 - (ms)
4.0 - 1024 1 - 12.245 0.036 12.184 12.289 - (ms)
8.0 - 2048 1 - 54.058 0.263 53.750 54.449 - (ms)
16.0 - 4096 1 - 218.265 0.309 217.747 218.854 - (ms)
32.0 - 8192 1 - 880.015 1.521 878.048 881.959 - (ms)
* Speed-up : (dt_skimage / dt_Smil)
| T(Smil) | T(skImage) | T(skImage)/T(Smil) [*]
---------------------------------------------------------------
256 | 0.055 | 0.763 | 13.922 1.144
512 | 0.050 | 3.095 | 62.303 1.795
1024 | 0.076 | 12.245 | 161.638 2.209
2048 | 0.100 | 54.058 | 539.597 2.732
4096 | 0.268 | 218.265 | 813.952 2.911
8192 | 1.610 | 880.015 | 546.759 2.738
- [*] : ratio and log10(ratio) in columns
* Elapsed time : 95.2 s
-*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*-
*** Structuring element size ***
* Smil
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
8.0 - 2048 1 - 0.103 0.001 0.102 0.105 - (ms)
8.0 - 2048 2 - 0.144 0.004 0.141 0.149 - (ms)
8.0 - 2048 3 - 0.184 0.000 0.184 0.185 - (ms)
8.0 - 2048 4 - 0.227 0.000 0.227 0.228 - (ms)
8.0 - 2048 5 - 0.273 0.007 0.269 0.290 - (ms)
8.0 - 2048 6 - 0.314 0.000 0.313 0.314 - (ms)
8.0 - 2048 7 - 0.362 0.000 0.361 0.363 - (ms)
8.0 - 2048 8 - 0.393 0.001 0.392 0.395 - (ms)
* skImage
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
8.0 - 2048 1 - 53.867 0.298 53.345 54.139 - (ms)
8.0 - 2048 2 - 115.759 0.397 115.436 116.702 - (ms)
8.0 - 2048 3 - 209.133 0.024 209.102 209.175 - (ms)
8.0 - 2048 4 - 372.126 6.488 369.063 388.007 - (ms)
8.0 - 2048 5 - 542.453 12.512 535.359 570.752 - (ms)
8.0 - 2048 6 - 724.559 0.095 724.431 724.731 - (ms)
8.0 - 2048 7 - 946.431 1.554 945.373 949.365 - (ms)
8.0 - 2048 8 - 1198.190 0.151 1198.038 1198.491 - (ms)
* Speed-up : (dt_skimage / dt_Smil)
| T(Smil) | T(skImage) | T(skImage)/T(Smil) [*]
---------------------------------------------------------------
1 | 0.103 | 53.867 | 524.981 2.720
2 | 0.144 | 115.759 | 805.847 2.906
3 | 0.184 | 209.133 | 1136.275 3.055
4 | 0.227 | 372.126 | 1637.806 3.214
5 | 0.273 | 542.453 | 1989.335 3.299
6 | 0.314 | 724.559 | 2307.447 3.363
7 | 0.362 | 946.431 | 2615.752 3.418
8 | 0.393 | 1198.190 | 3046.961 3.484
- [*] : ratio and log10(ratio) in columns
* Elapsed time : 133.9 s
-*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*-
=> Elapsed time : 230 secs
Begin : 12:16:32
End : 12:20:22
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