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Morphological Image Library : Smil vs scikit-image |
On taurusImage cells - 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 06:23:17 PM
Image : cells.png
width : 256
height : 256
depth : 1
type : binary
Function : label
repeat : 7
-*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*-
*** Image size ***
* Smil
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
1.0 - 256 1 - 0.865 0.013 0.859 0.898 - (ms)
2.0 - 512 1 - 3.040 0.006 3.030 3.047 - (ms)
4.0 - 1024 1 - 12.000 0.010 11.981 12.018 - (ms)
8.0 - 2048 1 - 47.829 0.066 47.705 47.931 - (ms)
16.0 - 4096 1 - 190.370 0.774 189.669 192.090 - (ms)
32.0 - 8192 1 - 724.617 12.978 715.736 753.920 - (ms)
* skImage
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
1.0 - 256 1 - 0.320 0.001 0.318 0.321 - (ms)
2.0 - 512 1 - 1.491 0.001 1.490 1.493 - (ms)
4.0 - 1024 1 - 8.104 0.004 8.097 8.108 - (ms)
8.0 - 2048 1 - 44.306 0.182 44.218 44.752 - (ms)
16.0 - 4096 1 - 178.784 0.030 178.744 178.848 - (ms)
32.0 - 8192 1 - 715.065 0.254 714.654 715.519 - (ms)
* Speed-up : (dt_skimage / dt_Smil)
| T(Smil) | T(skImage) | T(skImage)/T(Smil) [*]
---------------------------------------------------------------
256 | 0.865 | 0.320 | 0.369 -0.433
512 | 3.040 | 1.491 | 0.490 -0.309
1024 | 12.000 | 8.104 | 0.675 -0.170
2048 | 47.829 | 44.306 | 0.926 -0.033
4096 | 190.370 | 178.784 | 0.939 -0.027
8192 | 724.617 | 715.065 | 0.987 -0.006
- [*] : ratio and log10(ratio) in columns
* Elapsed time : 97.1 s
-*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*-
=> Elapsed time : 98 secs
Begin : 18:23:16
End : 18:24:54
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