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Morphological Image Library : Smil vs scikit-image |
On taurusImage hubble_EDF_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 11:28:44 AM
Image : hubble_EDF_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 - 17.325 0.049 17.282 17.433 - (ms)
1.0 - 512 1 - 64.809 0.133 64.686 65.005 - (ms)
2.0 - 1024 1 - 251.446 0.783 250.076 252.494 - (ms)
4.0 - 2048 1 - 989.207 2.200 987.242 994.405 - (ms)
8.0 - 4096 1 - 4945.199 109.476 4727.228 5099.467 - (ms)
16.0 - 8192 1 - 24426.290 880.868 23489.261 25529.178 - (ms)
* skImage
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
0.5 - 256 1 - 259.635 0.386 259.068 260.052 - (ms)
1.0 - 512 1 - 849.511 1.193 848.201 852.155 - (ms)
2.0 - 1024 1 - 2876.354 8.296 2866.356 2893.356 - (ms)
4.0 - 2048 1 - 6216.651 199.236 6070.215 6625.079 - (ms)
8.0 - 4096 1 - 16623.466 41.178 16580.620 16677.002 - (ms)
16.0 - 8192 1 - 44460.640 200.762 44202.217 44841.915 - (ms)
* Speed-up : (dt_skimage / dt_Smil)
| T(Smil) | T(skImage) | T(skImage)/T(Smil) [*]
---------------------------------------------------------------
256 | 17.325 | 259.635 | 14.986 1.176
512 | 64.809 | 849.511 | 13.108 1.118
1024 | 251.446 | 2876.354 | 11.439 1.058
2048 | 989.207 | 6216.651 | 6.284 0.798
4096 | 4945.199 | 16623.466 | 3.362 0.527
8192 | 24426.290 | 44460.640 | 1.820 0.260
- [*] : ratio and log10(ratio) in columns
* Elapsed time : 847.7 s
-*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*-
=> Elapsed time : 849 secs
Begin : 11:28:43
End : 11:42:52
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