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Morphological Image Library : Smil vs scikit-image |
On nestorImage bubbles_gray - Type gray - Function areaOpen
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 : 27/07/2021 02:19:14 AM
Image : bubbles_gray.png
width : 512
height : 512
depth : 1
type : gray
Function : areaOpen
repeat : 7
-*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*-
*** Image size ***
* Smil
- Side SE - Mean Std Dev Min Max
------------------------------------------------------------------
0.5 - 256 1 - 20.297 0.001 20.294 20.298 - (ms)
1.0 - 512 1 - 36.553 0.019 36.521 36.577 - (ms)
2.0 - 1024 1 - 93.564 0.094 93.410 93.668 - (ms)
4.0 - 2048 1 - 369.373 13.525 357.544 393.012 - (ms)
8.0 - 4096 1 - 1549.173 0.801 1548.154 1550.650 - (ms)
16.0 - 8192 1 - 6783.337 10.985 6771.434 6804.533 - (ms)
* skImage
- Side SE - Mean Std Dev Min Max
------------------------------------------------------------------
0.5 - 256 1 - 105.480 0.022 105.439 105.506 - (ms)
1.0 - 512 1 - 454.866 0.108 454.687 454.984 - (ms)
2.0 - 1024 1 - 2008.766 23.785 1950.691 2021.865 - (ms)
4.0 - 2048 1 - 18648.524 117.150 18556.868 18907.224 - (ms)
8.0 - 4096 1 - 139496.559 399.686 139086.327 140316.828 - (ms)
16.0 - 8192 1 - 949801.249 13453.852 938027.041 976951.916 - (ms)
* Speed-up : (dt_skimage / dt_Smil)
| T(Smil) | T(skImage) | T(skImage)/T(Smil) [*]
---------------------------------------------------------------
256 | 20.297 | 105.480 | 5.197 0.716
512 | 36.553 | 454.866 | 12.444 1.095
1024 | 93.564 | 2008.766 | 21.469 1.332
2048 | 369.373 | 18648.524 | 50.487 1.703
4096 | 1549.173 | 139496.559 | 90.046 1.954
8192 | 6783.337 | 949801.249 | 140.020 2.146
- [*] : ratio and log10(ratio) in columns
* Elapsed time : 9055.1 s
-*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*-
=> Elapsed time : 9056 secs
Begin : 02:19:13
End : 04:50:09
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