|
|
Morphological Image Library : Smil vs scikit-image |
On taurusImage metal - Type bin - Function open
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 01:52:29 PM
Image : metal.png
width : 256
height : 256
depth : 1
type : binary
Function : open
repeat : 7
-*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*-
*** Image size ***
* Smil
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
1.0 - 256 1 - 0.113 0.005 0.109 0.119 - (ms)
2.0 - 512 1 - 0.094 0.002 0.092 0.097 - (ms)
4.0 - 1024 1 - 0.149 0.001 0.147 0.150 - (ms)
8.0 - 2048 1 - 0.198 0.001 0.196 0.200 - (ms)
16.0 - 4096 1 - 0.484 0.002 0.481 0.487 - (ms)
32.0 - 8192 1 - 2.414 0.001 2.413 2.415 - (ms)
* skImage
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
1.0 - 256 1 - 1.571 0.003 1.568 1.576 - (ms)
2.0 - 512 1 - 6.262 0.019 6.238 6.294 - (ms)
4.0 - 1024 1 - 24.811 0.042 24.738 24.878 - (ms)
8.0 - 2048 1 - 110.035 0.244 109.685 110.433 - (ms)
16.0 - 4096 1 - 441.343 1.073 439.215 442.498 - (ms)
32.0 - 8192 1 - 1770.362 2.691 1766.470 1773.760 - (ms)
* Speed-up : (dt_skimage / dt_Smil)
| T(Smil) | T(skImage) | T(skImage)/T(Smil) [*]
---------------------------------------------------------------
256 | 0.113 | 1.571 | 13.927 1.144
512 | 0.094 | 6.262 | 66.362 1.822
1024 | 0.149 | 24.811 | 166.854 2.222
2048 | 0.198 | 110.035 | 554.987 2.744
4096 | 0.484 | 441.343 | 911.785 2.960
8192 | 2.414 | 1770.362 | 733.516 2.865
- [*] : ratio and log10(ratio) in columns
* Elapsed time : 100.9 s
-*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*-
*** Structuring element size ***
* Smil
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
8.0 - 2048 1 - 0.195 0.002 0.193 0.199 - (ms)
8.0 - 2048 2 - 0.291 0.001 0.289 0.292 - (ms)
8.0 - 2048 3 - 0.383 0.001 0.381 0.385 - (ms)
8.0 - 2048 4 - 0.471 0.005 0.461 0.475 - (ms)
8.0 - 2048 5 - 0.557 0.003 0.551 0.560 - (ms)
8.0 - 2048 6 - 0.650 0.008 0.638 0.661 - (ms)
8.0 - 2048 7 - 0.728 0.005 0.720 0.735 - (ms)
8.0 - 2048 8 - 0.823 0.011 0.813 0.847 - (ms)
* skImage
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
8.0 - 2048 1 - 109.468 0.236 109.144 109.777 - (ms)
8.0 - 2048 2 - 229.996 0.120 229.825 230.175 - (ms)
8.0 - 2048 3 - 415.112 0.183 414.937 415.432 - (ms)
8.0 - 2048 4 - 735.222 0.205 734.848 735.411 - (ms)
8.0 - 2048 5 - 1076.240 0.125 1076.116 1076.479 - (ms)
8.0 - 2048 6 - 1453.917 3.088 1452.108 1461.210 - (ms)
8.0 - 2048 7 - 1894.388 0.111 1894.217 1894.539 - (ms)
8.0 - 2048 8 - 2399.895 0.219 2399.546 2400.336 - (ms)
* Speed-up : (dt_skimage / dt_Smil)
| T(Smil) | T(skImage) | T(skImage)/T(Smil) [*]
---------------------------------------------------------------
1 | 0.195 | 109.468 | 562.619 2.750
2 | 0.291 | 229.996 | 791.338 2.898
3 | 0.383 | 415.112 | 1084.249 3.035
4 | 0.471 | 735.222 | 1562.491 3.194
5 | 0.557 | 1076.240 | 1933.532 3.286
6 | 0.650 | 1453.917 | 2236.489 3.350
7 | 0.728 | 1894.388 | 2602.899 3.415
8 | 0.823 | 2399.895 | 2916.062 3.465
- [*] : ratio and log10(ratio) in columns
* Elapsed time : 151.3 s
-*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*-
=> Elapsed time : 253 secs
Begin : 13:52:28
End : 13:56:41
|