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Morphological Image Library : Smil vs scikit-image |
On taurusImage 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 : 05/08/2021 01:06:18 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 - 15.617 0.052 15.552 15.705 - (ms)
1.0 - 512 1 - 62.449 0.093 62.288 62.594 - (ms)
2.0 - 1024 1 - 258.149 5.220 250.015 265.955 - (ms)
4.0 - 2048 1 - 1040.963 7.381 1033.348 1055.071 - (ms)
8.0 - 4096 1 - 4927.864 104.810 4806.903 5151.630 - (ms)
16.0 - 8192 1 - 22654.201 733.011 22153.719 24367.999 - (ms)
* skImage
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
0.5 - 256 1 - 24.432 0.005 24.426 24.442 - (ms)
1.0 - 512 1 - 76.753 0.102 76.645 76.975 - (ms)
2.0 - 1024 1 - 607.973 12.075 599.378 628.967 - (ms)
4.0 - 2048 1 - 3705.153 18.017 3690.818 3743.132 - (ms)
8.0 - 4096 1 - 15953.055 188.708 15827.324 16391.150 - (ms)
16.0 - 8192 1 - 73714.413 85.446 73545.820 73829.037 - (ms)
* Speed-up : (dt_skimage / dt_Smil)
| T(Smil) | T(skImage) | T(skImage)/T(Smil) [*]
---------------------------------------------------------------
256 | 15.617 | 24.432 | 1.565 0.194
512 | 62.449 | 76.753 | 1.229 0.090
1024 | 258.149 | 607.973 | 2.355 0.372
2048 | 1040.963 | 3705.153 | 3.559 0.551
4096 | 4927.864 | 15953.055 | 3.237 0.510
8192 | 22654.201 | 73714.413 | 3.254 0.512
- [*] : ratio and log10(ratio) in columns
* Elapsed time : 1028.3 s
-*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*-
*** Structuring element size ***
* Smil
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
1.0 - 512 1 - 62.573 0.079 62.430 62.717 - (ms)
1.0 - 512 2 - 62.559 0.124 62.416 62.822 - (ms)
1.0 - 512 3 - 62.608 0.225 62.406 63.109 - (ms)
1.0 - 512 4 - 62.719 0.083 62.601 62.859 - (ms)
1.0 - 512 5 - 62.543 0.128 62.428 62.790 - (ms)
1.0 - 512 6 - 62.598 0.061 62.519 62.669 - (ms)
1.0 - 512 7 - 62.810 0.465 62.400 63.845 - (ms)
1.0 - 512 8 - 62.360 0.118 62.216 62.614 - (ms)
* skImage
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
1.0 - 512 1 - 75.325 0.121 75.161 75.490 - (ms)
1.0 - 512 2 - 88.278 0.018 88.251 88.308 - (ms)
1.0 - 512 3 - 103.404 0.033 103.371 103.457 - (ms)
1.0 - 512 4 - 125.294 3.271 121.056 128.465 - (ms)
1.0 - 512 5 - 144.219 0.540 143.783 145.236 - (ms)
1.0 - 512 6 - 172.296 0.371 172.090 173.187 - (ms)
1.0 - 512 7 - 202.942 0.054 202.887 203.061 - (ms)
1.0 - 512 8 - 238.280 3.658 236.404 247.162 - (ms)
* Speed-up : (dt_skimage / dt_Smil)
| T(Smil) | T(skImage) | T(skImage)/T(Smil) [*]
---------------------------------------------------------------
1 | 62.573 | 75.325 | 1.204 0.081
2 | 62.559 | 88.278 | 1.411 0.150
3 | 62.608 | 103.404 | 1.652 0.218
4 | 62.719 | 125.294 | 1.998 0.301
5 | 62.543 | 144.219 | 2.306 0.363
6 | 62.598 | 172.296 | 2.752 0.440
7 | 62.810 | 202.942 | 3.231 0.509
8 | 62.360 | 238.280 | 3.821 0.582
- [*] : ratio and log10(ratio) in columns
* Elapsed time : 124.5 s
-*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*-
=> Elapsed time : 1153 secs
Begin : 01:06:18
End : 01:25:31
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