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Morphological Image Library : Smil vs scikit-image |
On nestorImage bubbles_bin - Type bin - Function thinning
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 : 28/07/2021 04:54:44 PM
Image : bubbles_bin.png
width : 512
height : 512
depth : 1
type : binary
Function : thinning
repeat : 7
-*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*-
*** Image size ***
* Smil
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
0.5 - 256 1 - 6.343 0.001 6.341 6.344 - (ms)
1.0 - 512 1 - 24.140 4.123 21.331 33.233 - (ms)
2.0 - 1024 1 - 134.556 0.039 134.513 134.637 - (ms)
4.0 - 2048 1 - 1335.385 2.375 1333.948 1341.081 - (ms)
8.0 - 4096 1 - 10664.940 3.005 10660.174 10668.427 - (ms)
16.0 - 8192 1 - 84155.484 929.892 83539.909 85956.155 - (ms)
* skImage
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
0.5 - 256 1 - 18.255 0.003 18.251 18.262 - (ms)
1.0 - 512 1 - 129.667 0.012 129.656 129.687 - (ms)
2.0 - 1024 1 - 960.029 1.060 958.305 961.141 - (ms)
4.0 - 2048 1 - 7616.943 0.287 7616.521 7617.516 - (ms)
8.0 - 4096 1 - 60022.046 35.254 59999.820 60107.422 - (ms)
16.0 - 8192 1 - 503684.474 70.782 503588.387 503792.327 - (ms)
* Speed-up : (dt_skimage / dt_Smil)
| T(Smil) | T(skImage) | T(skImage)/T(Smil) [*]
---------------------------------------------------------------
256 | 6.343 | 18.255 | 2.878 0.459
512 | 24.140 | 129.667 | 5.371 0.730
1024 | 134.556 | 960.029 | 7.135 0.853
2048 | 1335.385 | 7616.943 | 5.704 0.756
4096 | 10664.940 | 60022.046 | 5.628 0.750
8192 | 84155.484 | 503684.474 | 5.985 0.777
- [*] : ratio and log10(ratio) in columns
* Elapsed time : 5427.6 s
-*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*-
=> Elapsed time : 5428 secs
Begin : 16:54:43
End : 18:25:11
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