|
|
Morphological Image Library : Smil vs scikit-image |
On nestorImage 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 03:58:41 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 - 0.030 0.000 0.030 0.030 - (ms)
1.0 - 512 1 - 0.061 0.000 0.061 0.061 - (ms)
2.0 - 1024 1 - 0.184 0.000 0.184 0.184 - (ms)
4.0 - 2048 1 - 0.693 0.000 0.692 0.693 - (ms)
8.0 - 4096 1 - 4.135 0.001 4.134 4.137 - (ms)
16.0 - 8192 1 - 17.412 0.216 17.308 17.942 - (ms)
* skImage
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
0.5 - 256 1 - 1.689 0.002 1.688 1.692 - (ms)
1.0 - 512 1 - 10.255 0.004 10.250 10.262 - (ms)
2.0 - 1024 1 - 26.341 0.002 26.338 26.344 - (ms)
4.0 - 2048 1 - 110.837 0.007 110.827 110.849 - (ms)
8.0 - 4096 1 - 437.678 0.188 437.553 438.082 - (ms)
16.0 - 8192 1 - 1746.707 0.171 1746.559 1747.093 - (ms)
* Speed-up : (dt_skimage / dt_Smil)
| T(Smil) | T(skImage) | T(skImage)/T(Smil) [*]
---------------------------------------------------------------
256 | 0.030 | 1.689 | 56.096 1.749
512 | 0.061 | 10.255 | 166.854 2.222
1024 | 0.184 | 26.341 | 143.467 2.157
2048 | 0.693 | 110.837 | 160.033 2.204
4096 | 4.135 | 437.678 | 105.837 2.025
8192 | 17.412 | 1746.707 | 100.314 2.001
- [*] : ratio and log10(ratio) in columns
* Elapsed time : 102.4 s
-*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*-
*** Structuring element size ***
* Smil
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
4.0 - 2048 1 - 0.694 0.000 0.694 0.695 - (ms)
4.0 - 2048 2 - 1.330 0.002 1.328 1.333 - (ms)
4.0 - 2048 3 - 1.945 0.001 1.944 1.946 - (ms)
4.0 - 2048 4 - 2.573 0.000 2.572 2.573 - (ms)
4.0 - 2048 5 - 3.201 0.001 3.200 3.203 - (ms)
4.0 - 2048 6 - 3.826 0.001 3.825 3.828 - (ms)
4.0 - 2048 7 - 4.489 0.002 4.485 4.491 - (ms)
4.0 - 2048 8 - 5.082 0.003 5.079 5.087 - (ms)
* skImage
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
4.0 - 2048 1 - 110.746 0.009 110.737 110.762 - (ms)
4.0 - 2048 2 - 206.592 0.024 206.566 206.638 - (ms)
4.0 - 2048 3 - 363.440 0.032 363.403 363.504 - (ms)
4.0 - 2048 4 - 518.493 0.035 518.428 518.538 - (ms)
4.0 - 2048 5 - 712.855 0.026 712.811 712.905 - (ms)
4.0 - 2048 6 - 946.258 0.089 946.167 946.459 - (ms)
4.0 - 2048 7 - 1218.640 0.066 1218.534 1218.743 - (ms)
4.0 - 2048 8 - 1533.777 7.312 1530.603 1551.679 - (ms)
* Speed-up : (dt_skimage / dt_Smil)
| T(Smil) | T(skImage) | T(skImage)/T(Smil) [*]
---------------------------------------------------------------
1 | 0.694 | 110.746 | 159.483 2.203
2 | 1.330 | 206.592 | 155.375 2.191
3 | 1.945 | 363.440 | 186.833 2.271
4 | 2.573 | 518.493 | 201.546 2.304
5 | 3.201 | 712.855 | 222.695 2.348
6 | 3.826 | 946.258 | 247.320 2.393
7 | 4.489 | 1218.640 | 271.486 2.434
8 | 5.082 | 1533.777 | 301.784 2.480
- [*] : ratio and log10(ratio) in columns
* Elapsed time : 138.9 s
-*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*-
=> Elapsed time : 242 secs
Begin : 15:58:41
End : 16:02:43
|