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Morphological Image Library : Smil vs scikit-image |
On nestorImage alumine - Type bin - Function erode
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 02:01:13 PM
Image : alumine.png
width : 256
height : 256
depth : 1
type : binary
Function : erode
repeat : 7
-*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*-
*** Image size ***
* Smil
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
1.0 - 256 1 - 0.016 0.000 0.016 0.016 - (ms)
2.0 - 512 1 - 0.032 0.000 0.032 0.032 - (ms)
4.0 - 1024 1 - 0.095 0.000 0.095 0.095 - (ms)
8.0 - 2048 1 - 0.372 0.000 0.372 0.373 - (ms)
16.0 - 4096 1 - 2.549 0.005 2.537 2.554 - (ms)
32.0 - 8192 1 - 10.146 0.004 10.138 10.149 - (ms)
* skImage
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
1.0 - 256 1 - 0.932 0.002 0.928 0.936 - (ms)
2.0 - 512 1 - 3.144 0.002 3.142 3.147 - (ms)
4.0 - 1024 1 - 12.624 0.016 12.615 12.663 - (ms)
8.0 - 2048 1 - 53.128 0.074 53.071 53.274 - (ms)
16.0 - 4096 1 - 210.437 1.364 209.846 213.776 - (ms)
32.0 - 8192 1 - 838.547 0.040 838.514 838.610 - (ms)
* Speed-up : (dt_skimage / dt_Smil)
| T(Smil) | T(skImage) | T(skImage)/T(Smil) [*]
---------------------------------------------------------------
256 | 0.016 | 0.932 | 57.226 1.758
512 | 0.032 | 3.144 | 98.416 1.993
1024 | 0.095 | 12.624 | 133.531 2.126
2048 | 0.372 | 53.128 | 142.633 2.154
4096 | 2.549 | 210.437 | 82.550 1.917
8192 | 10.146 | 838.547 | 82.651 1.917
- [*] : ratio and log10(ratio) in columns
* Elapsed time : 97.5 s
-*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*-
*** Structuring element size ***
* Smil
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
8.0 - 2048 1 - 0.371 0.000 0.371 0.371 - (ms)
8.0 - 2048 2 - 0.699 0.000 0.699 0.699 - (ms)
8.0 - 2048 3 - 1.020 0.000 1.020 1.020 - (ms)
8.0 - 2048 4 - 1.344 0.000 1.343 1.344 - (ms)
8.0 - 2048 5 - 1.666 0.000 1.666 1.666 - (ms)
8.0 - 2048 6 - 1.989 0.001 1.988 1.990 - (ms)
8.0 - 2048 7 - 2.311 0.000 2.311 2.312 - (ms)
8.0 - 2048 8 - 2.633 0.000 2.633 2.634 - (ms)
* skImage
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
8.0 - 2048 1 - 53.115 0.005 53.107 53.121 - (ms)
8.0 - 2048 2 - 96.810 0.006 96.802 96.822 - (ms)
8.0 - 2048 3 - 169.306 0.022 169.282 169.353 - (ms)
8.0 - 2048 4 - 238.217 0.030 238.185 238.271 - (ms)
8.0 - 2048 5 - 324.856 0.042 324.815 324.951 - (ms)
8.0 - 2048 6 - 428.396 0.012 428.373 428.415 - (ms)
8.0 - 2048 7 - 549.632 0.070 549.556 549.779 - (ms)
8.0 - 2048 8 - 688.211 0.067 688.131 688.346 - (ms)
* Speed-up : (dt_skimage / dt_Smil)
| T(Smil) | T(skImage) | T(skImage)/T(Smil) [*]
---------------------------------------------------------------
1 | 0.371 | 53.115 | 143.116 2.156
2 | 0.699 | 96.810 | 138.546 2.142
3 | 1.020 | 169.306 | 165.998 2.220
4 | 1.344 | 238.217 | 177.300 2.249
5 | 1.666 | 324.856 | 194.971 2.290
6 | 1.989 | 428.396 | 215.387 2.333
7 | 2.311 | 549.632 | 237.812 2.376
8 | 2.633 | 688.211 | 261.351 2.417
- [*] : ratio and log10(ratio) in columns
* Elapsed time : 130.0 s
-*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*-
=> Elapsed time : 229 secs
Begin : 14:01:11
End : 14:05:00
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