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Morphological Image Library : Smil vs scikit-image |
On taurusImage gruyere - 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 11:18:05 AM
Image : gruyere.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 - 18.282 0.040 18.227 18.355 - (ms)
2.0 - 512 1 - 65.098 0.106 64.987 65.321 - (ms)
4.0 - 1024 1 - 267.966 0.530 267.263 268.997 - (ms)
8.0 - 2048 1 - 1085.401 36.387 1037.301 1138.639 - (ms)
16.0 - 4096 1 - 4686.243 55.860 4600.551 4768.106 - (ms)
32.0 - 8192 1 - 22089.728 572.229 21537.731 22997.630 - (ms)
* skImage
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
1.0 - 256 1 - 84.725 0.308 84.487 85.437 - (ms)
2.0 - 512 1 - 281.775 1.229 280.831 284.664 - (ms)
4.0 - 1024 1 - 830.876 4.093 825.673 839.595 - (ms)
8.0 - 2048 1 - 2996.770 25.977 2961.372 3053.695 - (ms)
16.0 - 4096 1 - 8990.899 28.032 8936.528 9024.308 - (ms)
32.0 - 8192 1 - 33437.221 238.751 32892.087 33641.811 - (ms)
* Speed-up : (dt_skimage / dt_Smil)
| T(Smil) | T(skImage) | T(skImage)/T(Smil) [*]
---------------------------------------------------------------
256 | 18.282 | 84.725 | 4.634 0.666
512 | 65.098 | 281.775 | 4.328 0.636
1024 | 267.966 | 830.876 | 3.101 0.491
2048 | 1085.401 | 2996.770 | 2.761 0.441
4096 | 4686.243 | 8990.899 | 1.919 0.283
8192 | 22089.728 | 33437.221 | 1.514 0.180
- [*] : ratio and log10(ratio) in columns
* Elapsed time : 637.8 s
-*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*-
=> Elapsed time : 639 secs
Begin : 11:18:04
End : 11:28:43
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