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Morphological Image Library : Smil vs scikit-image |
On taurusImage bubbles_gray - Type gray - Function tophat
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 02:37:55 PM
Image : bubbles_gray.png
width : 512
height : 512
depth : 1
type : gray
Function : tophat
repeat : 7
-*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*-
*** Image size ***
* Smil
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
0.5 - 256 1 - 0.204 0.002 0.201 0.206 - (ms)
1.0 - 512 1 - 0.180 0.001 0.179 0.181 - (ms)
2.0 - 1024 1 - 0.262 0.003 0.259 0.266 - (ms)
4.0 - 2048 1 - 0.328 0.001 0.327 0.330 - (ms)
8.0 - 4096 1 - 0.904 0.001 0.903 0.905 - (ms)
16.0 - 8192 1 - 11.598 0.021 11.569 11.626 - (ms)
* skImage
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
0.5 - 256 1 - 1.692 0.005 1.688 1.702 - (ms)
1.0 - 512 1 - 6.159 0.022 6.137 6.208 - (ms)
2.0 - 1024 1 - 26.765 0.147 26.545 27.033 - (ms)
4.0 - 2048 1 - 125.110 0.647 124.723 126.680 - (ms)
8.0 - 4096 1 - 505.886 8.801 500.792 526.991 - (ms)
16.0 - 8192 1 - 2018.686 25.547 2001.012 2061.042 - (ms)
* Speed-up : (dt_skimage / dt_Smil)
| T(Smil) | T(skImage) | T(skImage)/T(Smil) [*]
---------------------------------------------------------------
256 | 0.204 | 1.692 | 8.293 0.919
512 | 0.180 | 6.159 | 34.166 1.534
1024 | 0.262 | 26.765 | 101.997 2.009
2048 | 0.328 | 125.110 | 381.874 2.582
4096 | 0.904 | 505.886 | 559.508 2.748
8192 | 11.598 | 2018.686 | 174.053 2.241
- [*] : ratio and log10(ratio) in columns
* Elapsed time : 102.8 s
-*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*-
*** Structuring element size ***
* Smil
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
4.0 - 2048 1 - 0.337 0.001 0.336 0.339 - (ms)
4.0 - 2048 2 - 0.429 0.000 0.428 0.430 - (ms)
4.0 - 2048 3 - 0.528 0.001 0.526 0.530 - (ms)
4.0 - 2048 4 - 0.625 0.001 0.624 0.626 - (ms)
4.0 - 2048 5 - 0.702 0.002 0.700 0.705 - (ms)
4.0 - 2048 6 - 0.809 0.002 0.806 0.813 - (ms)
4.0 - 2048 7 - 0.892 0.001 0.890 0.894 - (ms)
4.0 - 2048 8 - 0.979 0.008 0.975 0.998 - (ms)
* skImage
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
4.0 - 2048 1 - 125.238 0.125 125.070 125.446 - (ms)
4.0 - 2048 2 - 249.045 0.231 248.784 249.495 - (ms)
4.0 - 2048 3 - 435.023 1.929 432.616 437.155 - (ms)
4.0 - 2048 4 - 754.685 2.743 752.177 759.043 - (ms)
4.0 - 2048 5 - 1095.587 5.790 1093.140 1109.768 - (ms)
4.0 - 2048 6 - 1472.557 4.374 1470.607 1483.268 - (ms)
4.0 - 2048 7 - 1914.856 5.609 1912.154 1928.581 - (ms)
4.0 - 2048 8 - 2451.512 70.027 2416.468 2619.596 - (ms)
* Speed-up : (dt_skimage / dt_Smil)
| T(Smil) | T(skImage) | T(skImage)/T(Smil) [*]
---------------------------------------------------------------
1 | 0.337 | 125.238 | 371.924 2.570
2 | 0.429 | 249.045 | 580.718 2.764
3 | 0.528 | 435.023 | 823.943 2.916
4 | 0.625 | 754.685 | 1207.826 3.082
5 | 0.702 | 1095.587 | 1559.874 3.193
6 | 0.809 | 1472.557 | 1819.392 3.260
7 | 0.892 | 1914.856 | 2145.848 3.332
8 | 0.979 | 2451.512 | 2502.861 3.398
- [*] : ratio and log10(ratio) in columns
* Elapsed time : 153.5 s
-*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*-
=> Elapsed time : 257 secs
Begin : 14:37:54
End : 14:42:11
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