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Morphological Image Library : Smil vs scikit-image |
On taurusImage bubbles_bin - Type bin - Function segmentation
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 10:39:48 AM
Image : bubbles_bin.png
width : 512
height : 512
depth : 1
type : binary
Function : segmentation
repeat : 7
-*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*-
*** Image size ***
* Smil
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
0.5 - 256 1 - 18.685 0.073 18.598 18.814 - (ms)
1.0 - 512 1 - 68.972 0.120 68.876 69.255 - (ms)
2.0 - 1024 1 - 270.693 0.874 269.730 272.458 - (ms)
4.0 - 2048 1 - 1067.030 6.308 1054.570 1072.544 - (ms)
8.0 - 4096 1 - 5127.736 116.341 5009.088 5359.132 - (ms)
16.0 - 8192 1 - 27730.003 821.938 26726.874 28728.846 - (ms)
* skImage
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
0.5 - 256 1 - 176.019 0.114 175.887 176.250 - (ms)
1.0 - 512 1 - 292.895 0.854 292.289 294.935 - (ms)
2.0 - 1024 1 - 805.795 16.709 797.029 846.518 - (ms)
4.0 - 2048 1 - 2680.641 10.656 2664.094 2693.970 - (ms)
8.0 - 4096 1 - 9515.771 13.567 9503.204 9546.233 - (ms)
16.0 - 8192 1 - 35431.835 98.837 35238.689 35576.264 - (ms)
* Speed-up : (dt_skimage / dt_Smil)
| T(Smil) | T(skImage) | T(skImage)/T(Smil) [*]
---------------------------------------------------------------
256 | 18.685 | 176.019 | 9.420 0.974
512 | 68.972 | 292.895 | 4.247 0.628
1024 | 270.693 | 805.795 | 2.977 0.474
2048 | 1067.030 | 2680.641 | 2.512 0.400
4096 | 5127.736 | 9515.771 | 1.856 0.269
8192 | 27730.003 | 35431.835 | 1.278 0.106
- [*] : ratio and log10(ratio) in columns
* Elapsed time : 701.6 s
-*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*-
=> Elapsed time : 703 secs
Begin : 10:39:47
End : 10:51:30
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