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Morphological Image Library : Smil vs scikit-image |
On nestorImage hubble_EDF_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 12:30:20 AM
Image : hubble_EDF_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 - 11.615 0.013 11.594 11.636 - (ms)
1.0 - 512 1 - 46.030 0.042 45.933 46.068 - (ms)
2.0 - 1024 1 - 191.412 0.124 191.146 191.578 - (ms)
4.0 - 2048 1 - 920.421 2.573 915.526 923.335 - (ms)
8.0 - 4096 1 - 4473.028 22.185 4450.116 4518.680 - (ms)
16.0 - 8192 1 - 19494.697 59.849 19399.169 19596.995 - (ms)
* skImage
- Side SE - Mean Std Dev Min Max
------------------------------------------------------------------
0.5 - 256 1 - 22.803 0.037 22.782 22.894 - (ms)
1.0 - 512 1 - 76.819 0.565 76.431 77.716 - (ms)
2.0 - 1024 1 - 676.166 14.311 662.847 706.143 - (ms)
4.0 - 2048 1 - 3718.633 11.293 3691.490 3726.299 - (ms)
8.0 - 4096 1 - 15856.339 2.727 15852.398 15860.548 - (ms)
16.0 - 8192 1 - 77156.014 75.720 77091.507 77289.643 - (ms)
* Speed-up : (dt_skimage / dt_Smil)
| T(Smil) | T(skImage) | T(skImage)/T(Smil) [*]
---------------------------------------------------------------
256 | 11.615 | 22.803 | 1.963 0.293
512 | 46.030 | 76.819 | 1.669 0.222
1024 | 191.412 | 676.166 | 3.533 0.548
2048 | 920.421 | 3718.633 | 4.040 0.606
4096 | 4473.028 | 15856.339 | 3.545 0.550
8192 | 19494.697 | 77156.014 | 3.958 0.597
- [*] : ratio and log10(ratio) in columns
* Elapsed time : 1067.7 s
-*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*-
*** Structuring element size ***
* Smil
- Side SE - Mean Std Dev Min Max
------------------------------------------------------------------
1.0 - 512 1 - 45.841 0.036 45.791 45.901 - (ms)
1.0 - 512 2 - 45.824 0.057 45.760 45.923 - (ms)
1.0 - 512 3 - 45.808 0.067 45.751 45.959 - (ms)
1.0 - 512 4 - 45.861 0.058 45.781 45.948 - (ms)
1.0 - 512 5 - 45.826 0.050 45.766 45.931 - (ms)
1.0 - 512 6 - 45.900 0.070 45.817 46.050 - (ms)
1.0 - 512 7 - 45.980 0.195 45.834 46.423 - (ms)
1.0 - 512 8 - 45.889 0.217 45.723 46.251 - (ms)
* skImage
- Side SE - Mean Std Dev Min Max
------------------------------------------------------------------
1.0 - 512 1 - 77.868 2.108 76.454 82.660 - (ms)
1.0 - 512 2 - 86.516 0.008 86.509 86.534 - (ms)
1.0 - 512 3 - 99.226 0.063 99.163 99.327 - (ms)
1.0 - 512 4 - 113.015 0.021 112.991 113.064 - (ms)
1.0 - 512 5 - 130.693 0.014 130.677 130.721 - (ms)
1.0 - 512 6 - 153.100 0.036 153.030 153.146 - (ms)
1.0 - 512 7 - 176.117 0.036 176.068 176.175 - (ms)
1.0 - 512 8 - 202.539 0.134 202.424 202.854 - (ms)
* Speed-up : (dt_skimage / dt_Smil)
| T(Smil) | T(skImage) | T(skImage)/T(Smil) [*]
---------------------------------------------------------------
1 | 45.841 | 77.868 | 1.699 0.230
2 | 45.824 | 86.516 | 1.888 0.276
3 | 45.808 | 99.226 | 2.166 0.336
4 | 45.861 | 113.015 | 2.464 0.392
5 | 45.826 | 130.693 | 2.852 0.455
6 | 45.900 | 153.100 | 3.335 0.523
7 | 45.980 | 176.117 | 3.830 0.583
8 | 45.889 | 202.539 | 4.414 0.645
- [*] : ratio and log10(ratio) in columns
* Elapsed time : 225.8 s
-*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*-
=> Elapsed time : 1294 secs
Begin : 00:30:20
End : 00:51:54
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