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Morphological Image Library : Smil vs scikit-image |
On taurusImage hubble_EDF_bin - Type bin - Function distance
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 09:55:14 AM
Image : hubble_EDF_bin.png
width : 512
height : 512
depth : 1
type : binary
Function : distance
repeat : 7
-*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*-
*** Image size ***
* Smil
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
0.5 - 256 1 - 2.111 0.010 2.102 2.131 - (ms)
1.0 - 512 1 - 7.446 0.007 7.438 7.459 - (ms)
2.0 - 1024 1 - 29.839 0.027 29.816 29.901 - (ms)
4.0 - 2048 1 - 141.138 0.093 141.030 141.344 - (ms)
8.0 - 4096 1 - 1106.850 41.381 1030.862 1137.112 - (ms)
16.0 - 8192 1 - 5420.304 70.631 5334.319 5516.710 - (ms)
* skImage
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
0.5 - 256 1 - 4.200 0.008 4.189 4.211 - (ms)
1.0 - 512 1 - 20.096 0.096 19.978 20.252 - (ms)
2.0 - 1024 1 - 109.622 1.763 107.429 111.622 - (ms)
4.0 - 2048 1 - 655.995 9.359 644.691 671.500 - (ms)
8.0 - 4096 1 - 3760.454 25.655 3722.710 3810.797 - (ms)
16.0 - 8192 1 - 18584.135 185.492 18251.440 18909.162 - (ms)
* Speed-up : (dt_skimage / dt_Smil)
| T(Smil) | T(skImage) | T(skImage)/T(Smil) [*]
---------------------------------------------------------------
256 | 2.111 | 4.200 | 1.990 0.299
512 | 7.446 | 20.096 | 2.699 0.431
1024 | 29.839 | 109.622 | 3.674 0.565
2048 | 141.138 | 655.995 | 4.648 0.667
4096 | 1106.850 | 3760.454 | 3.397 0.531
8192 | 5420.304 | 18584.135 | 3.429 0.535
- [*] : ratio and log10(ratio) in columns
* Elapsed time : 296.2 s
-*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*-
=> Elapsed time : 297 secs
Begin : 09:55:13
End : 10:00:10
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