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Morphological Image Library : Smil vs scikit-image |
On taurusImage bubbles_bin - Type bin - Function label
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 : 01/09/2021 06:21:30 PM
Image : bubbles_bin.png
width : 512
height : 512
depth : 1
type : binary
Function : label
repeat : 7
-*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*-
*** Image size ***
* Smil
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
0.5 - 256 1 - 1.487 0.002 1.486 1.492 - (ms)
1.0 - 512 1 - 5.284 0.005 5.279 5.294 - (ms)
2.0 - 1024 1 - 19.072 0.054 19.011 19.182 - (ms)
4.0 - 2048 1 - 73.341 0.037 73.296 73.406 - (ms)
8.0 - 4096 1 - 270.411 0.367 270.206 271.301 - (ms)
16.0 - 8192 1 - 990.451 14.053 981.600 1022.434 - (ms)
* skImage
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
0.5 - 256 1 - 0.593 0.003 0.591 0.601 - (ms)
1.0 - 512 1 - 1.909 0.003 1.905 1.914 - (ms)
2.0 - 1024 1 - 9.709 0.019 9.697 9.755 - (ms)
4.0 - 2048 1 - 50.424 0.011 50.406 50.439 - (ms)
8.0 - 4096 1 - 196.449 1.330 195.786 199.701 - (ms)
16.0 - 8192 1 - 781.287 0.474 780.583 781.919 - (ms)
* Speed-up : (dt_skimage / dt_Smil)
| T(Smil) | T(skImage) | T(skImage)/T(Smil) [*]
---------------------------------------------------------------
256 | 1.487 | 0.593 | 0.399 -0.399
512 | 5.284 | 1.909 | 0.361 -0.442
1024 | 19.072 | 9.709 | 0.509 -0.293
2048 | 73.341 | 50.424 | 0.688 -0.163
4096 | 270.411 | 196.449 | 0.726 -0.139
8192 | 990.451 | 781.287 | 0.789 -0.103
- [*] : ratio and log10(ratio) in columns
* Elapsed time : 105.7 s
-*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*-
=> Elapsed time : 107 secs
Begin : 18:21:29
End : 18:23:16
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