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Morphological Image Library : Smil vs scikit-image |
On nestorImage cells - Type bin - 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 03:30:30 PM
Image : cells.png
width : 256
height : 256
depth : 1
type : binary
Function : open
repeat : 7
-*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*-
*** Image size ***
* Smil
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
1.0 - 256 1 - 0.030 0.000 0.030 0.030 - (ms)
2.0 - 512 1 - 0.061 0.000 0.061 0.061 - (ms)
4.0 - 1024 1 - 0.183 0.000 0.183 0.183 - (ms)
8.0 - 2048 1 - 0.697 0.000 0.697 0.697 - (ms)
16.0 - 4096 1 - 4.351 0.001 4.349 4.352 - (ms)
32.0 - 8192 1 - 17.452 0.004 17.443 17.459 - (ms)
* skImage
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
1.0 - 256 1 - 1.763 0.001 1.762 1.767 - (ms)
2.0 - 512 1 - 6.566 0.009 6.560 6.586 - (ms)
4.0 - 1024 1 - 26.273 0.001 26.270 26.274 - (ms)
8.0 - 2048 1 - 110.609 0.007 110.599 110.618 - (ms)
16.0 - 4096 1 - 436.848 0.006 436.837 436.856 - (ms)
32.0 - 8192 1 - 1743.645 0.191 1743.425 1743.999 - (ms)
* Speed-up : (dt_skimage / dt_Smil)
| T(Smil) | T(skImage) | T(skImage)/T(Smil) [*]
---------------------------------------------------------------
256 | 0.030 | 1.763 | 58.313 1.766
512 | 0.061 | 6.566 | 107.825 2.033
1024 | 0.183 | 26.273 | 143.316 2.156
2048 | 0.697 | 110.609 | 158.752 2.201
4096 | 4.351 | 436.848 | 100.412 2.002
8192 | 17.452 | 1743.645 | 99.914 2.000
- [*] : ratio and log10(ratio) in columns
* Elapsed time : 101.2 s
-*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*-
*** Structuring element size ***
* Smil
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
8.0 - 2048 1 - 0.695 0.000 0.695 0.695 - (ms)
8.0 - 2048 2 - 1.317 0.000 1.316 1.317 - (ms)
8.0 - 2048 3 - 1.942 0.004 1.937 1.948 - (ms)
8.0 - 2048 4 - 2.712 0.231 2.577 3.234 - (ms)
8.0 - 2048 5 - 3.209 0.000 3.209 3.210 - (ms)
8.0 - 2048 6 - 3.843 0.021 3.818 3.884 - (ms)
8.0 - 2048 7 - 4.443 0.008 4.434 4.451 - (ms)
8.0 - 2048 8 - 5.092 0.060 5.056 5.237 - (ms)
* skImage
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
8.0 - 2048 1 - 110.604 0.008 110.596 110.623 - (ms)
8.0 - 2048 2 - 206.549 0.026 206.527 206.608 - (ms)
8.0 - 2048 3 - 363.219 0.016 363.193 363.245 - (ms)
8.0 - 2048 4 - 518.547 0.098 518.490 518.785 - (ms)
8.0 - 2048 5 - 713.577 1.472 712.830 717.138 - (ms)
8.0 - 2048 6 - 946.266 0.023 946.234 946.298 - (ms)
8.0 - 2048 7 - 1218.522 0.075 1218.444 1218.674 - (ms)
8.0 - 2048 8 - 1530.876 0.138 1530.748 1531.181 - (ms)
* Speed-up : (dt_skimage / dt_Smil)
| T(Smil) | T(skImage) | T(skImage)/T(Smil) [*]
---------------------------------------------------------------
1 | 0.695 | 110.604 | 159.203 2.202
2 | 1.317 | 206.549 | 156.857 2.196
3 | 1.942 | 363.219 | 187.017 2.272
4 | 2.712 | 518.547 | 191.239 2.282
5 | 3.209 | 713.577 | 222.357 2.347
6 | 3.843 | 946.266 | 246.207 2.391
7 | 4.443 | 1218.522 | 274.245 2.438
8 | 5.092 | 1530.876 | 300.649 2.478
- [*] : ratio and log10(ratio) in columns
* Elapsed time : 139.3 s
-*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*-
=> Elapsed time : 241 secs
Begin : 15:30:30
End : 15:34:31
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