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Morphological Image Library : Smil vs scikit-image |
On taurusImage eutectic - 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 11:09:01 AM
Image : eutectic.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 - 18.192 0.028 18.158 18.239 - (ms)
2.0 - 512 1 - 66.385 0.104 66.228 66.568 - (ms)
4.0 - 1024 1 - 275.293 0.889 274.625 277.176 - (ms)
8.0 - 2048 1 - 1125.044 20.743 1097.567 1144.621 - (ms)
16.0 - 4096 1 - 4744.897 42.323 4696.507 4838.745 - (ms)
32.0 - 8192 1 - 23149.369 572.195 22564.471 24043.257 - (ms)
* skImage
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
1.0 - 256 1 - 73.482 0.046 73.426 73.554 - (ms)
2.0 - 512 1 - 169.373 0.515 168.993 170.598 - (ms)
4.0 - 1024 1 - 386.756 0.311 386.278 387.221 - (ms)
8.0 - 2048 1 - 1173.980 22.145 1157.505 1226.587 - (ms)
16.0 - 4096 1 - 5649.790 41.840 5608.158 5719.243 - (ms)
32.0 - 8192 1 - 25725.996 202.715 25286.506 25942.525 - (ms)
* Speed-up : (dt_skimage / dt_Smil)
| T(Smil) | T(skImage) | T(skImage)/T(Smil) [*]
---------------------------------------------------------------
256 | 18.192 | 73.482 | 4.039 0.606
512 | 66.385 | 169.373 | 2.551 0.407
1024 | 275.293 | 386.756 | 1.405 0.148
2048 | 1125.044 | 1173.980 | 1.043 0.018
4096 | 4744.897 | 5649.790 | 1.191 0.076
8192 | 23149.369 | 25725.996 | 1.111 0.046
- [*] : ratio and log10(ratio) in columns
* Elapsed time : 541.5 s
-*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*-
=> Elapsed time : 542 secs
Begin : 11:09:01
End : 11:18:03
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