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Morphological Image Library : Smil vs scikit-image |
On taurusImage bubbles_bin - Type bin - Function areaThreshold
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 : 05/08/2021 10:09:11 AM
Image : bubbles_bin.png
width : 512
height : 512
depth : 1
type : binary
Function : areaThreshold
repeat : 7
-*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*-
*** Image size ***
* Smil
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
0.5 - 256 1 - 3.080 0.012 3.071 3.108 - (ms)
1.0 - 512 1 - 9.046 0.007 9.036 9.059 - (ms)
2.0 - 1024 1 - 31.383 0.054 31.325 31.475 - (ms)
4.0 - 2048 1 - 118.933 0.015 118.917 118.956 - (ms)
8.0 - 4096 1 - 451.825 11.247 446.493 479.269 - (ms)
16.0 - 8192 1 - 1680.806 4.756 1674.929 1687.502 - (ms)
* skImage
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
0.5 - 256 1 - 1.124 0.001 1.122 1.125 - (ms)
1.0 - 512 1 - 3.930 0.006 3.925 3.942 - (ms)
2.0 - 1024 1 - 17.667 0.031 17.647 17.742 - (ms)
4.0 - 2048 1 - 92.498 0.463 92.158 93.320 - (ms)
8.0 - 4096 1 - 375.791 0.630 374.894 377.006 - (ms)
16.0 - 8192 1 - 1508.165 4.116 1503.362 1513.461 - (ms)
* Speed-up : (dt_skimage / dt_Smil)
| T(Smil) | T(skImage) | T(skImage)/T(Smil) [*]
---------------------------------------------------------------
256 | 3.080 | 1.124 | 0.365 -0.438
512 | 9.046 | 3.930 | 0.434 -0.362
1024 | 31.383 | 17.667 | 0.563 -0.250
2048 | 118.933 | 92.498 | 0.778 -0.109
4096 | 451.825 | 375.791 | 0.832 -0.080
8192 | 1680.806 | 1508.165 | 0.897 -0.047
- [*] : ratio and log10(ratio) in columns
* Elapsed time : 106.6 s
-*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*-
=> Elapsed time : 108 secs
Begin : 10:09:10
End : 10:10:58
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