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Morphological Image Library : Smil vs scikit-image |
On taurusImage hubble_EDF_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 01:48:15 PM
Image : hubble_EDF_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 - 0.107 0.000 0.107 0.108 - (ms)
1.0 - 512 1 - 0.093 0.000 0.092 0.093 - (ms)
2.0 - 1024 1 - 0.147 0.000 0.146 0.147 - (ms)
4.0 - 2048 1 - 0.186 0.000 0.185 0.186 - (ms)
8.0 - 4096 1 - 0.505 0.001 0.504 0.507 - (ms)
16.0 - 8192 1 - 2.425 0.000 2.425 2.426 - (ms)
* skImage
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
0.5 - 256 1 - 1.617 0.002 1.615 1.620 - (ms)
1.0 - 512 1 - 6.088 0.013 6.069 6.103 - (ms)
2.0 - 1024 1 - 24.769 0.105 24.606 24.932 - (ms)
4.0 - 2048 1 - 110.695 0.069 110.585 110.788 - (ms)
8.0 - 4096 1 - 441.034 0.880 439.600 442.069 - (ms)
16.0 - 8192 1 - 1768.818 5.903 1764.456 1782.958 - (ms)
* Speed-up : (dt_skimage / dt_Smil)
| T(Smil) | T(skImage) | T(skImage)/T(Smil) [*]
---------------------------------------------------------------
256 | 0.107 | 1.617 | 15.087 1.179
512 | 0.093 | 6.088 | 65.757 1.818
1024 | 0.147 | 24.769 | 168.924 2.228
2048 | 0.186 | 110.695 | 596.269 2.775
4096 | 0.505 | 441.034 | 873.833 2.941
8192 | 2.425 | 1768.818 | 729.301 2.863
- [*] : ratio and log10(ratio) in columns
* Elapsed time : 100.6 s
-*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*-
*** Structuring element size ***
* Smil
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
4.0 - 2048 1 - 0.191 0.006 0.186 0.201 - (ms)
4.0 - 2048 2 - 0.294 0.001 0.293 0.295 - (ms)
4.0 - 2048 3 - 0.390 0.004 0.387 0.399 - (ms)
4.0 - 2048 4 - 0.483 0.001 0.482 0.484 - (ms)
4.0 - 2048 5 - 0.581 0.006 0.576 0.596 - (ms)
4.0 - 2048 6 - 0.673 0.001 0.671 0.674 - (ms)
4.0 - 2048 7 - 0.677 0.002 0.675 0.681 - (ms)
4.0 - 2048 8 - 0.848 0.003 0.844 0.853 - (ms)
* skImage
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
4.0 - 2048 1 - 110.530 0.153 110.262 110.733 - (ms)
4.0 - 2048 2 - 232.369 0.411 231.738 232.982 - (ms)
4.0 - 2048 3 - 415.751 0.466 415.342 416.560 - (ms)
4.0 - 2048 4 - 735.819 0.361 735.433 736.602 - (ms)
4.0 - 2048 5 - 1077.158 0.188 1076.946 1077.573 - (ms)
4.0 - 2048 6 - 1453.739 0.359 1453.437 1454.498 - (ms)
4.0 - 2048 7 - 1896.921 3.046 1895.437 1904.348 - (ms)
4.0 - 2048 8 - 2422.651 51.589 2401.053 2549.010 - (ms)
* Speed-up : (dt_skimage / dt_Smil)
| T(Smil) | T(skImage) | T(skImage)/T(Smil) [*]
---------------------------------------------------------------
1 | 0.191 | 110.530 | 578.399 2.762
2 | 0.294 | 232.369 | 790.136 2.898
3 | 0.390 | 415.751 | 1066.087 3.028
4 | 0.483 | 735.819 | 1523.258 3.183
5 | 0.581 | 1077.158 | 1854.059 3.268
6 | 0.673 | 1453.739 | 2161.451 3.335
7 | 0.677 | 1896.921 | 2800.766 3.447
8 | 0.848 | 2422.651 | 2856.537 3.456
- [*] : ratio and log10(ratio) in columns
* Elapsed time : 151.4 s
-*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*-
=> Elapsed time : 253 secs
Begin : 13:48:14
End : 13:52:27
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