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Morphological Image Library : Smil vs scikit-image |
On nestorImage tools - Type gray - Function hMinima
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 : 27/07/2021 01:12:47 AM
Image : tools.png
width : 256
height : 256
depth : 1
type : gray
Function : hMinima
repeat : 7
-*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*-
*** Image size ***
* Smil
- Side SE - Mean Std Dev Min Max
------------------------------------------------------------------
1.0 - 256 1 - 11.744 0.010 11.725 11.759 - (ms)
2.0 - 512 1 - 45.071 0.043 45.002 45.131 - (ms)
4.0 - 1024 1 - 185.884 0.065 185.755 185.971 - (ms)
8.0 - 2048 1 - 785.646 1.202 784.687 787.989 - (ms)
16.0 - 4096 1 - 3607.368 11.166 3586.453 3621.175 - (ms)
32.0 - 8192 1 - 15928.661 134.970 15760.184 16207.950 - (ms)
* skImage
- Side SE - Mean Std Dev Min Max
------------------------------------------------------------------
1.0 - 256 1 - 15.314 0.006 15.308 15.328 - (ms)
2.0 - 512 1 - 96.734 2.177 95.382 101.055 - (ms)
4.0 - 1024 1 - 504.698 2.717 498.044 505.926 - (ms)
8.0 - 2048 1 - 2469.470 0.904 2468.670 2471.522 - (ms)
16.0 - 4096 1 - 10190.141 1.752 10188.095 10193.710 - (ms)
32.0 - 8192 1 - 53117.673 92.451 53039.841 53276.974 - (ms)
* Speed-up : (dt_skimage / dt_Smil)
| T(Smil) | T(skImage) | T(skImage)/T(Smil) [*]
---------------------------------------------------------------
256 | 11.744 | 15.314 | 1.304 0.115
512 | 45.071 | 96.734 | 2.146 0.332
1024 | 185.884 | 504.698 | 2.715 0.434
2048 | 785.646 | 2469.470 | 3.143 0.497
4096 | 3607.368 | 10190.141 | 2.825 0.451
8192 | 15928.661 | 53117.673 | 3.335 0.523
- [*] : ratio and log10(ratio) in columns
* Elapsed time : 778.2 s
-*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*-
*** Structuring element size ***
* Smil
- Side SE - Mean Std Dev Min Max
------------------------------------------------------------------
1.0 - 256 1 - 11.690 0.006 11.682 11.704 - (ms)
1.0 - 256 2 - 11.669 0.003 11.664 11.674 - (ms)
1.0 - 256 3 - 11.677 0.006 11.670 11.687 - (ms)
1.0 - 256 4 - 11.675 0.008 11.666 11.692 - (ms)
1.0 - 256 5 - 11.664 0.007 11.650 11.676 - (ms)
1.0 - 256 6 - 11.689 0.024 11.670 11.738 - (ms)
1.0 - 256 7 - 11.653 0.011 11.638 11.668 - (ms)
1.0 - 256 8 - 11.671 0.024 11.649 11.712 - (ms)
* skImage
- Side SE - Mean Std Dev Min Max
------------------------------------------------------------------
1.0 - 256 1 - 15.096 0.003 15.093 15.102 - (ms)
1.0 - 256 2 - 17.084 0.004 17.078 17.090 - (ms)
1.0 - 256 3 - 19.454 0.003 19.449 19.457 - (ms)
1.0 - 256 4 - 22.376 0.004 22.370 22.382 - (ms)
1.0 - 256 5 - 26.044 0.002 26.040 26.048 - (ms)
1.0 - 256 6 - 30.174 0.004 30.169 30.181 - (ms)
1.0 - 256 7 - 34.598 0.008 34.585 34.612 - (ms)
1.0 - 256 8 - 39.335 0.007 39.322 39.346 - (ms)
* Speed-up : (dt_skimage / dt_Smil)
| T(Smil) | T(skImage) | T(skImage)/T(Smil) [*]
---------------------------------------------------------------
1 | 11.690 | 15.096 | 1.291 0.111
2 | 11.669 | 17.084 | 1.464 0.166
3 | 11.677 | 19.454 | 1.666 0.222
4 | 11.675 | 22.376 | 1.916 0.283
5 | 11.664 | 26.044 | 2.233 0.349
6 | 11.689 | 30.174 | 2.581 0.412
7 | 11.653 | 34.598 | 2.969 0.473
8 | 11.671 | 39.335 | 3.370 0.528
- [*] : ratio and log10(ratio) in columns
* Elapsed time : 231.1 s
-*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*-
=> Elapsed time : 1010 secs
Begin : 01:12:47
End : 01:29:37
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