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Morphological Image Library : Smil vs scikit-image |
On taurusImage tools - 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 01:42:51 AM
Image : tools.png
width : 256
height : 256
depth : 1
type : gray
Function : hMinima
repeat : 7
-*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*-
*** Image size ***
* Smil
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
1.0 - 256 1 - 15.852 0.365 15.672 16.745 - (ms)
2.0 - 512 1 - 60.986 0.170 60.844 61.325 - (ms)
4.0 - 1024 1 - 244.694 0.821 243.638 246.308 - (ms)
8.0 - 2048 1 - 983.878 8.530 976.034 1003.660 - (ms)
16.0 - 4096 1 - 4081.299 49.961 4027.473 4173.919 - (ms)
32.0 - 8192 1 - 17814.456 361.430 17356.708 18453.308 - (ms)
* skImage
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
1.0 - 256 1 - 15.380 0.016 15.368 15.415 - (ms)
2.0 - 512 1 - 108.286 0.292 108.074 108.970 - (ms)
4.0 - 1024 1 - 494.801 1.698 493.713 498.461 - (ms)
8.0 - 2048 1 - 2248.458 3.113 2246.423 2256.033 - (ms)
16.0 - 4096 1 - 10189.771 176.808 10074.728 10588.712 - (ms)
32.0 - 8192 1 - 48533.231 37.670 48450.149 48573.962 - (ms)
* Speed-up : (dt_skimage / dt_Smil)
| T(Smil) | T(skImage) | T(skImage)/T(Smil) [*]
---------------------------------------------------------------
256 | 15.852 | 15.380 | 0.970 -0.013
512 | 60.986 | 108.286 | 1.776 0.249
1024 | 244.694 | 494.801 | 2.022 0.306
2048 | 983.878 | 2248.458 | 2.285 0.359
4096 | 4081.299 | 10189.771 | 2.497 0.397
8192 | 17814.456 | 48533.231 | 2.724 0.435
- [*] : ratio and log10(ratio) in columns
* Elapsed time : 719.1 s
-*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*-
*** Structuring element size ***
* Smil
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
1.0 - 256 1 - 15.647 0.005 15.641 15.657 - (ms)
1.0 - 256 2 - 15.660 0.018 15.650 15.704 - (ms)
1.0 - 256 3 - 15.643 0.004 15.637 15.652 - (ms)
1.0 - 256 4 - 15.639 0.003 15.633 15.642 - (ms)
1.0 - 256 5 - 15.646 0.005 15.643 15.658 - (ms)
1.0 - 256 6 - 15.648 0.002 15.645 15.649 - (ms)
1.0 - 256 7 - 15.642 0.003 15.637 15.647 - (ms)
1.0 - 256 8 - 15.643 0.003 15.637 15.646 - (ms)
* skImage
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
1.0 - 256 1 - 15.382 0.022 15.363 15.417 - (ms)
1.0 - 256 2 - 17.856 0.004 17.851 17.861 - (ms)
1.0 - 256 3 - 20.717 0.004 20.711 20.722 - (ms)
1.0 - 256 4 - 24.660 0.005 24.652 24.669 - (ms)
1.0 - 256 5 - 29.163 0.008 29.153 29.176 - (ms)
1.0 - 256 6 - 34.102 0.007 34.088 34.111 - (ms)
1.0 - 256 7 - 39.684 0.007 39.677 39.700 - (ms)
1.0 - 256 8 - 45.465 0.060 45.436 45.613 - (ms)
* Speed-up : (dt_skimage / dt_Smil)
| T(Smil) | T(skImage) | T(skImage)/T(Smil) [*]
---------------------------------------------------------------
1 | 15.647 | 15.382 | 0.983 -0.007
2 | 15.660 | 17.856 | 1.140 0.057
3 | 15.643 | 20.717 | 1.324 0.122
4 | 15.639 | 24.660 | 1.577 0.198
5 | 15.646 | 29.163 | 1.864 0.270
6 | 15.648 | 34.102 | 2.179 0.338
7 | 15.642 | 39.684 | 2.537 0.404
8 | 15.643 | 45.465 | 2.906 0.463
- [*] : ratio and log10(ratio) in columns
* Elapsed time : 122.3 s
-*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*-
=> Elapsed time : 842 secs
Begin : 01:42:51
End : 01:56:53
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