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Morphological Image Library : Smil vs scikit-image |
On taurusImage cells - 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 10:51:31 AM
Image : cells.png
width : 256
height : 256
depth : 1
type : binary
Function : segmentation
repeat : 7
-*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*-
*** Image size ***
* Smil
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
1.0 - 256 1 - 16.620 0.445 16.396 17.708 - (ms)
2.0 - 512 1 - 60.609 0.089 60.528 60.806 - (ms)
4.0 - 1024 1 - 244.400 1.021 242.805 246.532 - (ms)
8.0 - 2048 1 - 938.429 7.306 929.437 949.896 - (ms)
16.0 - 4096 1 - 4146.738 24.533 4121.541 4196.326 - (ms)
32.0 - 8192 1 - 18065.900 340.119 17849.698 18879.807 - (ms)
* skImage
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
1.0 - 256 1 - 7.147 0.012 7.135 7.167 - (ms)
2.0 - 512 1 - 33.346 0.015 33.318 33.365 - (ms)
4.0 - 1024 1 - 149.286 2.481 147.647 155.289 - (ms)
8.0 - 2048 1 - 811.838 14.831 792.016 843.708 - (ms)
16.0 - 4096 1 - 4632.456 24.949 4604.454 4667.760 - (ms)
32.0 - 8192 1 - 22168.991 127.992 22005.094 22342.055 - (ms)
* Speed-up : (dt_skimage / dt_Smil)
| T(Smil) | T(skImage) | T(skImage)/T(Smil) [*]
---------------------------------------------------------------
256 | 16.620 | 7.147 | 0.430 -0.366
512 | 60.609 | 33.346 | 0.550 -0.259
1024 | 244.400 | 149.286 | 0.611 -0.214
2048 | 938.429 | 811.838 | 0.865 -0.063
4096 | 4146.738 | 4632.456 | 1.117 0.048
8192 | 18065.900 | 22168.991 | 1.227 0.089
- [*] : ratio and log10(ratio) in columns
* Elapsed time : 464.7 s
-*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*-
=> Elapsed time : 465 secs
Begin : 10:51:31
End : 10:59:16
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