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Morphological Image Library : Smil vs scikit-image |
On taurusImage bubbles_gray - Type gray - 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 02:00:57 PM
Image : bubbles_gray.png
width : 512
height : 512
depth : 1
type : gray
Function : open
repeat : 7
-*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*-
*** Image size ***
* Smil
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
0.5 - 256 1 - 0.120 0.003 0.117 0.128 - (ms)
1.0 - 512 1 - 0.097 0.002 0.095 0.101 - (ms)
2.0 - 1024 1 - 0.157 0.001 0.155 0.159 - (ms)
4.0 - 2048 1 - 0.202 0.000 0.201 0.203 - (ms)
8.0 - 4096 1 - 0.426 0.001 0.425 0.428 - (ms)
16.0 - 8192 1 - 2.420 0.000 2.419 2.420 - (ms)
* skImage
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
0.5 - 256 1 - 1.677 0.048 1.621 1.727 - (ms)
1.0 - 512 1 - 6.087 0.013 6.071 6.115 - (ms)
2.0 - 1024 1 - 24.685 0.044 24.621 24.780 - (ms)
4.0 - 2048 1 - 109.750 0.316 109.060 110.095 - (ms)
8.0 - 4096 1 - 441.060 0.598 440.387 442.080 - (ms)
16.0 - 8192 1 - 1765.870 0.695 1764.874 1766.875 - (ms)
* Speed-up : (dt_skimage / dt_Smil)
| T(Smil) | T(skImage) | T(skImage)/T(Smil) [*]
---------------------------------------------------------------
256 | 0.120 | 1.677 | 13.924 1.144
512 | 0.097 | 6.087 | 62.485 1.796
1024 | 0.157 | 24.685 | 157.201 2.196
2048 | 0.202 | 109.750 | 543.298 2.735
4096 | 0.426 | 441.060 | 1034.678 3.015
8192 | 2.420 | 1765.870 | 729.793 2.863
- [*] : ratio and log10(ratio) in columns
* Elapsed time : 101.0 s
-*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*-
*** Structuring element size ***
* Smil
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
4.0 - 2048 1 - 0.209 0.009 0.204 0.230 - (ms)
4.0 - 2048 2 - 0.304 0.015 0.292 0.331 - (ms)
4.0 - 2048 3 - 0.390 0.001 0.390 0.392 - (ms)
4.0 - 2048 4 - 0.483 0.001 0.482 0.485 - (ms)
4.0 - 2048 5 - 0.578 0.003 0.574 0.582 - (ms)
4.0 - 2048 6 - 0.673 0.005 0.661 0.677 - (ms)
4.0 - 2048 7 - 0.749 0.001 0.746 0.752 - (ms)
4.0 - 2048 8 - 0.842 0.001 0.840 0.843 - (ms)
* skImage
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
4.0 - 2048 1 - 119.713 0.718 118.317 120.379 - (ms)
4.0 - 2048 2 - 233.999 5.423 230.156 246.240 - (ms)
4.0 - 2048 3 - 414.590 0.082 414.502 414.705 - (ms)
4.0 - 2048 4 - 734.751 0.470 734.311 735.821 - (ms)
4.0 - 2048 5 - 1076.268 0.180 1076.112 1076.560 - (ms)
4.0 - 2048 6 - 1452.364 0.126 1452.168 1452.573 - (ms)
4.0 - 2048 7 - 1894.815 0.399 1894.331 1895.395 - (ms)
4.0 - 2048 8 - 2400.260 0.732 2399.703 2402.015 - (ms)
* Speed-up : (dt_skimage / dt_Smil)
| T(Smil) | T(skImage) | T(skImage)/T(Smil) [*]
---------------------------------------------------------------
1 | 0.209 | 119.713 | 573.029 2.758
2 | 0.304 | 233.999 | 769.492 2.886
3 | 0.390 | 414.590 | 1061.894 3.026
4 | 0.483 | 734.751 | 1520.268 3.182
5 | 0.578 | 1076.268 | 1862.891 3.270
6 | 0.673 | 1452.364 | 2159.101 3.334
7 | 0.749 | 1894.815 | 2529.726 3.403
8 | 0.842 | 2400.260 | 2852.107 3.455
- [*] : ratio and log10(ratio) in columns
* Elapsed time : 152.6 s
-*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*-
=> Elapsed time : 254 secs
Begin : 14:00:56
End : 14:05:10
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