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Morphological Image Library : Smil vs scikit-image |
On taurusImage cells - 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 09:35:49 AM
Image : cells.png
width : 256
height : 256
depth : 1
type : binary
Function : distance
repeat : 7
-*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*-
*** Image size ***
* Smil
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
1.0 - 256 1 - 2.201 0.032 2.185 2.278 - (ms)
2.0 - 512 1 - 7.523 0.007 7.514 7.537 - (ms)
4.0 - 1024 1 - 30.402 0.033 30.374 30.481 - (ms)
8.0 - 2048 1 - 141.524 0.028 141.473 141.566 - (ms)
16.0 - 4096 1 - 1147.301 18.185 1131.581 1189.248 - (ms)
32.0 - 8192 1 - 5306.472 190.057 5125.425 5631.143 - (ms)
* skImage
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
1.0 - 256 1 - 4.031 0.006 4.024 4.037 - (ms)
2.0 - 512 1 - 19.914 0.055 19.817 19.985 - (ms)
4.0 - 1024 1 - 106.164 0.467 105.473 106.940 - (ms)
8.0 - 2048 1 - 914.817 9.787 897.045 929.679 - (ms)
16.0 - 4096 1 - 3760.799 19.500 3731.011 3793.256 - (ms)
32.0 - 8192 1 - 18707.432 130.218 18536.699 18892.952 - (ms)
* Speed-up : (dt_skimage / dt_Smil)
| T(Smil) | T(skImage) | T(skImage)/T(Smil) [*]
---------------------------------------------------------------
256 | 2.201 | 4.031 | 1.831 0.263
512 | 7.523 | 19.914 | 2.647 0.423
1024 | 30.402 | 106.164 | 3.492 0.543
2048 | 141.524 | 914.817 | 6.464 0.811
4096 | 1147.301 | 3760.799 | 3.278 0.516
8192 | 5306.472 | 18707.432 | 3.525 0.547
- [*] : ratio and log10(ratio) in columns
* Elapsed time : 298.8 s
-*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*-
=> Elapsed time : 300 secs
Begin : 09:35:48
End : 09:40:48
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