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Morphological Image Library : Smil vs scikit-image |
On taurusImage alumine - 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 10:22:00 AM
Image : alumine.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 - 18.902 0.280 18.720 19.577 - (ms)
2.0 - 512 1 - 67.600 0.121 67.455 67.844 - (ms)
4.0 - 1024 1 - 278.922 0.286 278.525 279.442 - (ms)
8.0 - 2048 1 - 1128.103 9.164 1119.202 1148.178 - (ms)
16.0 - 4096 1 - 5007.172 136.941 4840.198 5304.778 - (ms)
32.0 - 8192 1 - 24202.729 431.656 23646.033 24996.248 - (ms)
* skImage
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
1.0 - 256 1 - 41.192 0.101 41.122 41.432 - (ms)
2.0 - 512 1 - 121.080 0.451 120.762 122.056 - (ms)
4.0 - 1024 1 - 394.678 1.814 393.265 397.645 - (ms)
8.0 - 2048 1 - 1429.210 37.051 1403.306 1501.103 - (ms)
16.0 - 4096 1 - 6306.218 57.516 6219.545 6384.770 - (ms)
32.0 - 8192 1 - 27610.704 97.468 27467.691 27742.513 - (ms)
* Speed-up : (dt_skimage / dt_Smil)
| T(Smil) | T(skImage) | T(skImage)/T(Smil) [*]
---------------------------------------------------------------
256 | 18.902 | 41.192 | 2.179 0.338
512 | 67.600 | 121.080 | 1.791 0.253
1024 | 278.922 | 394.678 | 1.415 0.151
2048 | 1128.103 | 1429.210 | 1.267 0.103
4096 | 5007.172 | 6306.218 | 1.259 0.100
8192 | 24202.729 | 27610.704 | 1.141 0.057
- [*] : ratio and log10(ratio) in columns
* Elapsed time : 572.0 s
-*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*-
=> Elapsed time : 573 secs
Begin : 10:21:59
End : 10:31:32
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