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Morphological Image Library : Smil vs scikit-image |
On taurusImage alumine - Type bin - Function label
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 : 01/09/2021 06:18:04 PM
Image : alumine.png
width : 256
height : 256
depth : 1
type : binary
Function : label
repeat : 7
-*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*-
*** Image size ***
* Smil
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
1.0 - 256 1 - 2.679 0.004 2.674 2.687 - (ms)
2.0 - 512 1 - 10.302 0.007 10.292 10.316 - (ms)
4.0 - 1024 1 - 38.265 0.031 38.223 38.308 - (ms)
8.0 - 2048 1 - 150.028 0.333 149.716 150.810 - (ms)
16.0 - 4096 1 - 584.222 19.363 562.792 621.518 - (ms)
32.0 - 8192 1 - 2198.757 6.804 2195.172 2215.356 - (ms)
* skImage
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
1.0 - 256 1 - 0.659 0.001 0.658 0.660 - (ms)
2.0 - 512 1 - 2.925 0.004 2.923 2.934 - (ms)
4.0 - 1024 1 - 13.417 0.006 13.409 13.429 - (ms)
8.0 - 2048 1 - 63.668 0.026 63.637 63.712 - (ms)
16.0 - 4096 1 - 256.557 0.112 256.415 256.785 - (ms)
32.0 - 8192 1 - 1023.595 0.466 1022.808 1024.275 - (ms)
* Speed-up : (dt_skimage / dt_Smil)
| T(Smil) | T(skImage) | T(skImage)/T(Smil) [*]
---------------------------------------------------------------
256 | 2.679 | 0.659 | 0.246 -0.609
512 | 10.302 | 2.925 | 0.284 -0.547
1024 | 38.265 | 13.417 | 0.351 -0.455
2048 | 150.028 | 63.668 | 0.424 -0.372
4096 | 584.222 | 256.557 | 0.439 -0.357
8192 | 2198.757 | 1023.595 | 0.466 -0.332
- [*] : ratio and log10(ratio) in columns
* Elapsed time : 104.1 s
-*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*-
=> Elapsed time : 105 secs
Begin : 18:18:03
End : 18:19:48
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