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Morphological Image Library : Smil vs scikit-image |
On taurusImage metal - Type bin - Function distance
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 10:00:12 AM
Image : metal.png
width : 256
height : 256
depth : 1
type : binary
Function : distance
repeat : 7
-*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*-
*** Image size ***
* Smil
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
1.0 - 256 1 - 2.257 0.010 2.248 2.278 - (ms)
2.0 - 512 1 - 7.752 0.015 7.742 7.786 - (ms)
4.0 - 1024 1 - 30.572 0.022 30.549 30.620 - (ms)
8.0 - 2048 1 - 144.212 1.474 142.586 146.549 - (ms)
16.0 - 4096 1 - 1010.871 8.393 1001.082 1022.274 - (ms)
32.0 - 8192 1 - 6080.884 60.068 5953.031 6155.718 - (ms)
* skImage
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
1.0 - 256 1 - 4.161 0.010 4.139 4.174 - (ms)
2.0 - 512 1 - 20.161 0.029 20.120 20.208 - (ms)
4.0 - 1024 1 - 106.838 0.047 106.780 106.896 - (ms)
8.0 - 2048 1 - 600.700 4.794 590.382 606.208 - (ms)
16.0 - 4096 1 - 3667.946 36.303 3615.040 3708.635 - (ms)
32.0 - 8192 1 - 18221.772 103.797 18130.285 18467.786 - (ms)
* Speed-up : (dt_skimage / dt_Smil)
| T(Smil) | T(skImage) | T(skImage)/T(Smil) [*]
---------------------------------------------------------------
256 | 2.257 | 4.161 | 1.844 0.266
512 | 7.752 | 20.161 | 2.601 0.415
1024 | 30.572 | 106.838 | 3.495 0.543
2048 | 144.212 | 600.700 | 4.165 0.620
4096 | 1010.871 | 3667.946 | 3.629 0.560
8192 | 6080.884 | 18221.772 | 2.997 0.477
- [*] : ratio and log10(ratio) in columns
* Elapsed time : 294.0 s
-*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*-
=> Elapsed time : 295 secs
Begin : 10:00:11
End : 10:05:06
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