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Morphological Image Library : Smil vs scikit-image |
On taurusImage coffee - 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 10:59:18 AM
Image : coffee.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 - 18.197 0.107 18.109 18.436 - (ms)
2.0 - 512 1 - 65.042 0.086 64.992 65.244 - (ms)
4.0 - 1024 1 - 268.470 1.443 266.342 270.277 - (ms)
8.0 - 2048 1 - 1056.446 2.752 1052.434 1060.138 - (ms)
16.0 - 4096 1 - 4700.712 61.770 4633.142 4831.643 - (ms)
32.0 - 8192 1 - 23146.213 406.542 22561.657 23618.015 - (ms)
* skImage
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
1.0 - 256 1 - 17.843 0.528 17.296 18.444 - (ms)
2.0 - 512 1 - 110.665 0.045 110.592 110.716 - (ms)
4.0 - 1024 1 - 441.761 4.009 438.674 448.993 - (ms)
8.0 - 2048 1 - 1659.554 10.710 1648.267 1682.193 - (ms)
16.0 - 4096 1 - 7018.117 68.055 6960.677 7176.446 - (ms)
32.0 - 8192 1 - 28923.040 184.040 28633.748 29138.219 - (ms)
* Speed-up : (dt_skimage / dt_Smil)
| T(Smil) | T(skImage) | T(skImage)/T(Smil) [*]
---------------------------------------------------------------
256 | 18.197 | 17.843 | 0.981 -0.009
512 | 65.042 | 110.665 | 1.701 0.231
1024 | 268.470 | 441.761 | 1.645 0.216
2048 | 1056.446 | 1659.554 | 1.571 0.196
4096 | 4700.712 | 7018.117 | 1.493 0.174
8192 | 23146.213 | 28923.040 | 1.250 0.097
- [*] : ratio and log10(ratio) in columns
* Elapsed time : 581.9 s
-*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*-
=> Elapsed time : 583 secs
Begin : 10:59:17
End : 11:09:00
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