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Morphological Image Library : Smil vs scikit-image |
On taurusImage bubbles_bin - Type bin - Function distance
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 : 05/08/2021 09:30:57 AM
Image : bubbles_bin.png
width : 512
height : 512
depth : 1
type : binary
Function : distance
repeat : 7
-*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*-
*** Image size ***
* Smil
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
0.5 - 256 1 - 2.439 0.026 2.423 2.503 - (ms)
1.0 - 512 1 - 8.460 0.003 8.455 8.466 - (ms)
2.0 - 1024 1 - 32.781 0.033 32.756 32.856 - (ms)
4.0 - 2048 1 - 145.987 0.264 145.784 146.578 - (ms)
8.0 - 4096 1 - 1021.790 1.647 1019.614 1024.441 - (ms)
16.0 - 8192 1 - 5749.292 24.019 5704.116 5784.687 - (ms)
* skImage
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
0.5 - 256 1 - 4.571 0.010 4.560 4.585 - (ms)
1.0 - 512 1 - 20.699 0.027 20.648 20.732 - (ms)
2.0 - 1024 1 - 108.916 0.049 108.833 108.986 - (ms)
4.0 - 2048 1 - 612.024 5.413 604.903 618.488 - (ms)
8.0 - 4096 1 - 3596.300 44.882 3514.192 3651.443 - (ms)
16.0 - 8192 1 - 18066.827 53.141 17985.724 18133.645 - (ms)
* Speed-up : (dt_skimage / dt_Smil)
| T(Smil) | T(skImage) | T(skImage)/T(Smil) [*]
---------------------------------------------------------------
256 | 2.439 | 4.571 | 1.875 0.273
512 | 8.460 | 20.699 | 2.447 0.389
1024 | 32.781 | 108.916 | 3.322 0.521
2048 | 145.987 | 612.024 | 4.192 0.622
4096 | 1021.790 | 3596.300 | 3.520 0.546
8192 | 5749.292 | 18066.827 | 3.142 0.497
- [*] : ratio and log10(ratio) in columns
* Elapsed time : 290.2 s
-*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*-
=> Elapsed time : 291 secs
Begin : 09:30:56
End : 09:35:47
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