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Morphological Image Library : Smil vs scikit-image |
On taurusImage bubbles_gray - Type gray - Function hMinima
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 12:45:23 AM
Image : bubbles_gray.png
width : 512
height : 512
depth : 1
type : gray
Function : hMinima
repeat : 7
-*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*-
*** Image size ***
* Smil
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
0.5 - 256 1 - 15.893 0.422 15.657 16.925 - (ms)
1.0 - 512 1 - 63.399 0.168 63.158 63.661 - (ms)
2.0 - 1024 1 - 273.055 3.341 268.569 279.244 - (ms)
4.0 - 2048 1 - 1155.589 4.391 1149.559 1163.432 - (ms)
8.0 - 4096 1 - 6287.903 24.176 6251.406 6319.758 - (ms)
16.0 - 8192 1 - 30827.295 161.058 30589.058 31089.232 - (ms)
* skImage
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
0.5 - 256 1 - 29.312 0.007 29.299 29.321 - (ms)
1.0 - 512 1 - 89.865 0.620 89.178 90.971 - (ms)
2.0 - 1024 1 - 715.350 1.291 714.696 718.500 - (ms)
4.0 - 2048 1 - 4142.112 42.911 4082.598 4218.196 - (ms)
8.0 - 4096 1 - 16430.553 35.809 16365.539 16457.740 - (ms)
16.0 - 8192 1 - 75809.692 21.150 75778.461 75842.114 - (ms)
* Speed-up : (dt_skimage / dt_Smil)
| T(Smil) | T(skImage) | T(skImage)/T(Smil) [*]
---------------------------------------------------------------
256 | 15.893 | 29.312 | 1.844 0.266
512 | 63.399 | 89.865 | 1.417 0.152
1024 | 273.055 | 715.350 | 2.620 0.418
2048 | 1155.589 | 4142.112 | 3.584 0.554
4096 | 6287.903 | 16430.553 | 2.613 0.417
8192 | 30827.295 | 75809.692 | 2.459 0.391
- [*] : ratio and log10(ratio) in columns
* Elapsed time : 1129.8 s
-*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*-
*** Structuring element size ***
* Smil
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
1.0 - 512 1 - 63.118 0.165 62.966 63.486 - (ms)
1.0 - 512 2 - 63.168 0.133 63.012 63.442 - (ms)
1.0 - 512 3 - 63.130 0.123 62.918 63.258 - (ms)
1.0 - 512 4 - 63.064 0.199 62.820 63.455 - (ms)
1.0 - 512 5 - 62.975 0.148 62.796 63.210 - (ms)
1.0 - 512 6 - 62.971 0.125 62.792 63.187 - (ms)
1.0 - 512 7 - 63.038 0.138 62.894 63.335 - (ms)
1.0 - 512 8 - 63.101 0.135 62.982 63.313 - (ms)
* skImage
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
1.0 - 512 1 - 85.095 0.082 85.012 85.261 - (ms)
1.0 - 512 2 - 98.309 0.042 98.227 98.374 - (ms)
1.0 - 512 3 - 112.474 0.064 112.411 112.609 - (ms)
1.0 - 512 4 - 130.377 0.048 130.326 130.441 - (ms)
1.0 - 512 5 - 152.190 0.096 152.049 152.287 - (ms)
1.0 - 512 6 - 171.899 0.088 171.838 172.102 - (ms)
1.0 - 512 7 - 198.417 0.077 198.354 198.575 - (ms)
1.0 - 512 8 - 225.859 0.192 225.736 226.323 - (ms)
* Speed-up : (dt_skimage / dt_Smil)
| T(Smil) | T(skImage) | T(skImage)/T(Smil) [*]
---------------------------------------------------------------
1 | 63.118 | 85.095 | 1.348 0.130
2 | 63.168 | 98.309 | 1.556 0.192
3 | 63.130 | 112.474 | 1.782 0.251
4 | 63.064 | 130.377 | 2.067 0.315
5 | 62.975 | 152.190 | 2.417 0.383
6 | 62.971 | 171.899 | 2.730 0.436
7 | 63.038 | 198.417 | 3.148 0.498
8 | 63.101 | 225.859 | 3.579 0.554
- [*] : ratio and log10(ratio) in columns
* Elapsed time : 124.2 s
-*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*-
=> Elapsed time : 1255 secs
Begin : 00:45:23
End : 01:06:18
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