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Morphological Image Library : Smil vs scikit-image |
On taurusImage bubbles_gray - Type gray - Function watershed
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 : 04/08/2021 10:33:34 PM
Image : bubbles_gray.png
width : 512
height : 512
depth : 1
type : gray
Function : watershed
repeat : 7
-*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*-
*** Image size ***
* Smil
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
0.5 - 256 1 - 6.812 0.022 6.787 6.855 - (ms)
1.0 - 512 1 - 27.682 0.029 27.649 27.738 - (ms)
2.0 - 1024 1 - 101.144 0.085 101.029 101.287 - (ms)
4.0 - 2048 1 - 369.023 3.005 366.080 375.790 - (ms)
8.0 - 4096 1 - 1268.937 5.662 1258.794 1276.349 - (ms)
16.0 - 8192 1 - 5120.523 126.033 5054.769 5425.118 - (ms)
* skImage
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
0.5 - 256 1 - 14.417 0.077 14.375 14.605 - (ms)
1.0 - 512 1 - 74.077 0.018 74.048 74.097 - (ms)
2.0 - 1024 1 - 471.961 2.551 467.975 477.301 - (ms)
4.0 - 2048 1 - 2321.420 2.604 2318.670 2326.302 - (ms)
8.0 - 4096 1 - 8659.477 31.202 8627.313 8713.848 - (ms)
16.0 - 8192 1 - 29910.860 145.114 29712.994 30205.205 - (ms)
* Speed-up : (dt_skimage / dt_Smil)
| T(Smil) | T(skImage) | T(skImage)/T(Smil) [*]
---------------------------------------------------------------
256 | 6.812 | 14.417 | 2.116 0.326
512 | 27.682 | 74.077 | 2.676 0.427
1024 | 101.144 | 471.961 | 4.666 0.669
2048 | 369.023 | 2321.420 | 6.291 0.799
4096 | 1268.937 | 8659.477 | 6.824 0.834
8192 | 5120.523 | 29910.860 | 5.841 0.767
- [*] : ratio and log10(ratio) in columns
* Elapsed time : 519.3 s
-*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*-
=> Elapsed time : 521 secs
Begin : 22:33:33
End : 22:42:14
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