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Morphological Image Library : Smil vs scikit-image |
On nestorImage hubble_EDF_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 05:24:00 PM
Image : hubble_EDF_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 - 0.230 0.000 0.230 0.231 - (ms)
1.0 - 512 1 - 0.854 0.001 0.853 0.856 - (ms)
2.0 - 1024 1 - 3.078 0.003 3.075 3.084 - (ms)
4.0 - 2048 1 - 13.532 0.019 13.515 13.561 - (ms)
8.0 - 4096 1 - 53.762 0.063 53.699 53.856 - (ms)
16.0 - 8192 1 - 213.881 0.637 213.311 215.317 - (ms)
* skImage
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
0.5 - 256 1 - 0.333 0.000 0.333 0.334 - (ms)
1.0 - 512 1 - 1.039 0.000 1.039 1.040 - (ms)
2.0 - 1024 1 - 7.190 0.078 7.101 7.306 - (ms)
4.0 - 2048 1 - 28.906 0.007 28.894 28.912 - (ms)
8.0 - 4096 1 - 111.228 0.029 111.192 111.270 - (ms)
16.0 - 8192 1 - 437.630 0.092 437.522 437.799 - (ms)
* Speed-up : (dt_skimage / dt_Smil)
| T(Smil) | T(skImage) | T(skImage)/T(Smil) [*]
---------------------------------------------------------------
256 | 0.230 | 0.333 | 1.447 0.160
512 | 0.854 | 1.039 | 1.217 0.085
1024 | 3.078 | 7.190 | 2.336 0.368
2048 | 13.532 | 28.906 | 2.136 0.330
4096 | 53.762 | 111.228 | 2.069 0.316
8192 | 213.881 | 437.630 | 2.046 0.311
- [*] : ratio and log10(ratio) in columns
* Elapsed time : 94.0 s
-*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*-
=> Elapsed time : 94 secs
Begin : 17:24:00
End : 17:25:34
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