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Morphological Image Library : Smil vs scikit-image |
On taurusImage alumine - Type bin - Function erode
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 : 30/09/2021 12:04:55 PM
Image : alumine.png
width : 256
height : 256
depth : 1
type : binary
Function : erode
repeat : 7
-*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*-
*** Image size ***
* Smil
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
1.0 - 256 1 - 0.061 0.001 0.059 0.061 - (ms)
2.0 - 512 1 - 0.049 0.000 0.048 0.049 - (ms)
4.0 - 1024 1 - 0.079 0.001 0.079 0.080 - (ms)
8.0 - 2048 1 - 0.103 0.001 0.102 0.105 - (ms)
16.0 - 4096 1 - 0.218 0.000 0.218 0.219 - (ms)
32.0 - 8192 1 - 1.500 0.001 1.499 1.501 - (ms)
* skImage
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
1.0 - 256 1 - 0.770 0.002 0.766 0.775 - (ms)
2.0 - 512 1 - 3.056 0.006 3.048 3.066 - (ms)
4.0 - 1024 1 - 12.156 0.051 12.082 12.231 - (ms)
8.0 - 2048 1 - 55.292 1.267 53.982 57.261 - (ms)
16.0 - 4096 1 - 228.715 4.673 217.651 231.721 - (ms)
32.0 - 8192 1 - 874.030 2.670 870.425 878.500 - (ms)
* Speed-up : (dt_skimage / dt_Smil)
| T(Smil) | T(skImage) | T(skImage)/T(Smil) [*]
---------------------------------------------------------------
256 | 0.061 | 0.770 | 12.662 1.102
512 | 0.049 | 3.056 | 62.622 1.797
1024 | 0.079 | 12.156 | 153.029 2.185
2048 | 0.103 | 55.292 | 535.082 2.728
4096 | 0.218 | 228.715 | 1047.326 3.020
8192 | 1.500 | 874.030 | 582.643 2.765
- [*] : ratio and log10(ratio) in columns
* Elapsed time : 97.5 s
-*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*-
*** Structuring element size ***
* Smil
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
8.0 - 2048 1 - 0.110 0.006 0.106 0.126 - (ms)
8.0 - 2048 2 - 0.151 0.001 0.150 0.152 - (ms)
8.0 - 2048 3 - 0.199 0.001 0.196 0.201 - (ms)
8.0 - 2048 4 - 0.244 0.003 0.241 0.251 - (ms)
8.0 - 2048 5 - 0.292 0.001 0.290 0.294 - (ms)
8.0 - 2048 6 - 0.336 0.001 0.335 0.337 - (ms)
8.0 - 2048 7 - 0.380 0.001 0.378 0.382 - (ms)
8.0 - 2048 8 - 0.425 0.003 0.422 0.431 - (ms)
* skImage
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
8.0 - 2048 1 - 54.317 0.594 53.057 54.965 - (ms)
8.0 - 2048 2 - 116.419 0.526 115.890 117.442 - (ms)
8.0 - 2048 3 - 209.733 0.988 209.049 211.300 - (ms)
8.0 - 2048 4 - 369.780 0.772 369.321 371.659 - (ms)
8.0 - 2048 5 - 536.520 1.566 535.675 540.315 - (ms)
8.0 - 2048 6 - 725.783 1.931 724.942 730.512 - (ms)
8.0 - 2048 7 - 946.488 1.583 945.641 950.301 - (ms)
8.0 - 2048 8 - 1198.348 0.293 1198.137 1199.018 - (ms)
* Speed-up : (dt_skimage / dt_Smil)
| T(Smil) | T(skImage) | T(skImage)/T(Smil) [*]
---------------------------------------------------------------
1 | 0.110 | 54.317 | 492.032 2.692
2 | 0.151 | 116.419 | 768.595 2.886
3 | 0.199 | 209.733 | 1054.976 3.023
4 | 0.244 | 369.780 | 1517.298 3.181
5 | 0.292 | 536.520 | 1835.648 3.264
6 | 0.336 | 725.783 | 2161.455 3.335
7 | 0.380 | 946.488 | 2492.245 3.397
8 | 0.425 | 1198.348 | 2818.825 3.450
- [*] : ratio and log10(ratio) in columns
* Elapsed time : 133.6 s
-*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*-
=> Elapsed time : 233 secs
Begin : 12:04:54
End : 12:08:47
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