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Morphological Image Library : Smil vs scikit-image |
On taurusImage bubbles_bin - 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 12:12:41 PM
Image : bubbles_bin.png
width : 512
height : 512
depth : 1
type : binary
Function : erode
repeat : 7
-*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*-
*** Image size ***
* Smil
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
0.5 - 256 1 - 0.059 0.000 0.059 0.060 - (ms)
1.0 - 512 1 - 0.050 0.000 0.049 0.050 - (ms)
2.0 - 1024 1 - 0.079 0.000 0.079 0.080 - (ms)
4.0 - 2048 1 - 0.107 0.001 0.106 0.108 - (ms)
8.0 - 4096 1 - 0.261 0.001 0.261 0.263 - (ms)
16.0 - 8192 1 - 1.487 0.001 1.486 1.488 - (ms)
* skImage
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
0.5 - 256 1 - 0.794 0.004 0.789 0.799 - (ms)
1.0 - 512 1 - 2.988 0.012 2.971 3.011 - (ms)
2.0 - 1024 1 - 12.089 0.036 12.015 12.134 - (ms)
4.0 - 2048 1 - 54.169 0.243 53.700 54.479 - (ms)
8.0 - 4096 1 - 218.836 0.556 217.849 219.542 - (ms)
16.0 - 8192 1 - 882.598 0.709 881.484 883.466 - (ms)
* Speed-up : (dt_skimage / dt_Smil)
| T(Smil) | T(skImage) | T(skImage)/T(Smil) [*]
---------------------------------------------------------------
256 | 0.059 | 0.794 | 13.350 1.125
512 | 0.050 | 2.988 | 60.291 1.780
1024 | 0.079 | 12.089 | 152.136 2.182
2048 | 0.107 | 54.169 | 505.892 2.704
4096 | 0.261 | 218.836 | 837.129 2.923
8192 | 1.487 | 882.598 | 593.601 2.773
- [*] : ratio and log10(ratio) in columns
* Elapsed time : 97.4 s
-*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*-
*** Structuring element size ***
* Smil
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
4.0 - 2048 1 - 0.116 0.007 0.113 0.134 - (ms)
4.0 - 2048 2 - 0.159 0.000 0.159 0.160 - (ms)
4.0 - 2048 3 - 0.218 0.000 0.217 0.218 - (ms)
4.0 - 2048 4 - 0.256 0.001 0.256 0.257 - (ms)
4.0 - 2048 5 - 0.306 0.003 0.304 0.313 - (ms)
4.0 - 2048 6 - 0.374 0.000 0.374 0.375 - (ms)
4.0 - 2048 7 - 0.400 0.002 0.399 0.404 - (ms)
4.0 - 2048 8 - 0.449 0.002 0.447 0.452 - (ms)
* skImage
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
4.0 - 2048 1 - 53.783 0.504 53.369 54.615 - (ms)
4.0 - 2048 2 - 116.293 0.214 115.852 116.577 - (ms)
4.0 - 2048 3 - 212.309 5.178 209.103 222.719 - (ms)
4.0 - 2048 4 - 377.463 10.502 369.257 393.581 - (ms)
4.0 - 2048 5 - 535.139 0.090 535.040 535.279 - (ms)
4.0 - 2048 6 - 724.671 0.106 724.539 724.827 - (ms)
4.0 - 2048 7 - 945.483 0.068 945.395 945.585 - (ms)
4.0 - 2048 8 - 1199.583 3.301 1197.974 1207.606 - (ms)
* Speed-up : (dt_skimage / dt_Smil)
| T(Smil) | T(skImage) | T(skImage)/T(Smil) [*]
---------------------------------------------------------------
1 | 0.116 | 53.783 | 462.209 2.665
2 | 0.159 | 116.293 | 729.942 2.863
3 | 0.218 | 212.309 | 974.950 2.989
4 | 0.256 | 377.463 | 1472.306 3.168
5 | 0.306 | 535.139 | 1749.494 3.243
6 | 0.374 | 724.671 | 1937.022 3.287
7 | 0.400 | 945.483 | 2361.390 3.373
8 | 0.449 | 1199.583 | 2672.625 3.427
- [*] : ratio and log10(ratio) in columns
* Elapsed time : 132.7 s
-*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*-
=> Elapsed time : 231 secs
Begin : 12:12:40
End : 12:16:31
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