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Morphological Image Library : Smil vs scikit-image |
On nestorImage 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 : 27/07/2021 12:06:43 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 - 11.731 0.006 11.723 11.740 - (ms)
1.0 - 512 1 - 46.754 0.031 46.717 46.799 - (ms)
2.0 - 1024 1 - 202.223 0.195 201.914 202.488 - (ms)
4.0 - 2048 1 - 1084.634 4.724 1079.747 1094.558 - (ms)
8.0 - 4096 1 - 6120.743 29.661 6094.057 6187.793 - (ms)
16.0 - 8192 1 - 27279.401 66.063 27163.570 27404.594 - (ms)
* skImage
- Side SE - Mean Std Dev Min Max
------------------------------------------------------------------
0.5 - 256 1 - 26.992 0.006 26.985 27.002 - (ms)
1.0 - 512 1 - 86.028 0.326 85.585 86.756 - (ms)
2.0 - 1024 1 - 801.601 0.666 800.768 802.612 - (ms)
4.0 - 2048 1 - 3718.624 1.576 3716.108 3720.669 - (ms)
8.0 - 4096 1 - 17636.939 66.841 17606.700 17800.600 - (ms)
16.0 - 8192 1 - 82628.984 67.065 82561.052 82746.153 - (ms)
* Speed-up : (dt_skimage / dt_Smil)
| T(Smil) | T(skImage) | T(skImage)/T(Smil) [*]
---------------------------------------------------------------
256 | 11.731 | 26.992 | 2.301 0.362
512 | 46.754 | 86.028 | 1.840 0.265
1024 | 202.223 | 801.601 | 3.964 0.598
2048 | 1084.634 | 3718.624 | 3.428 0.535
4096 | 6120.743 | 17636.939 | 2.882 0.460
8192 | 27279.401 | 82628.984 | 3.029 0.481
- [*] : ratio and log10(ratio) in columns
* Elapsed time : 1191.6 s
-*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*-
*** Structuring element size ***
* Smil
- Side SE - Mean Std Dev Min Max
------------------------------------------------------------------
1.0 - 512 1 - 46.747 0.044 46.703 46.828 - (ms)
1.0 - 512 2 - 46.745 0.023 46.709 46.777 - (ms)
1.0 - 512 3 - 46.704 0.039 46.665 46.770 - (ms)
1.0 - 512 4 - 46.701 0.026 46.670 46.749 - (ms)
1.0 - 512 5 - 46.698 0.022 46.656 46.718 - (ms)
1.0 - 512 6 - 46.719 0.030 46.683 46.761 - (ms)
1.0 - 512 7 - 46.781 0.044 46.721 46.850 - (ms)
1.0 - 512 8 - 46.752 0.029 46.700 46.787 - (ms)
* skImage
- Side SE - Mean Std Dev Min Max
------------------------------------------------------------------
1.0 - 512 1 - 84.705 0.051 84.669 84.828 - (ms)
1.0 - 512 2 - 99.261 4.283 93.602 106.774 - (ms)
1.0 - 512 3 - 114.612 3.020 110.366 119.519 - (ms)
1.0 - 512 4 - 129.621 5.379 123.657 138.922 - (ms)
1.0 - 512 5 - 143.140 3.229 138.829 148.291 - (ms)
1.0 - 512 6 - 151.939 0.713 151.526 153.583 - (ms)
1.0 - 512 7 - 176.401 5.205 172.552 187.508 - (ms)
1.0 - 512 8 - 196.919 3.467 194.875 204.601 - (ms)
* Speed-up : (dt_skimage / dt_Smil)
| T(Smil) | T(skImage) | T(skImage)/T(Smil) [*]
---------------------------------------------------------------
1 | 46.747 | 84.705 | 1.812 0.258
2 | 46.745 | 99.261 | 2.123 0.327
3 | 46.704 | 114.612 | 2.454 0.390
4 | 46.701 | 129.621 | 2.776 0.443
5 | 46.698 | 143.140 | 3.065 0.486
6 | 46.719 | 151.939 | 3.252 0.512
7 | 46.781 | 176.401 | 3.771 0.576
8 | 46.752 | 196.919 | 4.212 0.624
- [*] : ratio and log10(ratio) in columns
* Elapsed time : 224.3 s
-*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*-
=> Elapsed time : 1417 secs
Begin : 00:06:42
End : 00:30:19
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