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Morphological Image Library : Smil vs scikit-image |
On taurusImage 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 06:30:10 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 - 0.379 0.001 0.378 0.382 - (ms)
1.0 - 512 1 - 1.412 0.003 1.406 1.416 - (ms)
2.0 - 1024 1 - 4.846 0.013 4.825 4.861 - (ms)
4.0 - 2048 1 - 18.146 0.078 18.055 18.316 - (ms)
8.0 - 4096 1 - 72.156 0.416 71.894 73.159 - (ms)
16.0 - 8192 1 - 265.907 3.432 263.892 274.280 - (ms)
* skImage
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
0.5 - 256 1 - 0.354 0.005 0.349 0.360 - (ms)
1.0 - 512 1 - 1.050 0.001 1.049 1.052 - (ms)
2.0 - 1024 1 - 6.661 0.013 6.654 6.693 - (ms)
4.0 - 2048 1 - 38.551 0.352 38.361 39.400 - (ms)
8.0 - 4096 1 - 155.638 0.131 155.469 155.774 - (ms)
16.0 - 8192 1 - 619.713 0.101 619.545 619.857 - (ms)
* Speed-up : (dt_skimage / dt_Smil)
| T(Smil) | T(skImage) | T(skImage)/T(Smil) [*]
---------------------------------------------------------------
256 | 0.379 | 0.354 | 0.933 -0.030
512 | 1.412 | 1.050 | 0.744 -0.129
1024 | 4.846 | 6.661 | 1.375 0.138
2048 | 18.146 | 38.551 | 2.125 0.327
4096 | 72.156 | 155.638 | 2.157 0.334
8192 | 265.907 | 619.713 | 2.331 0.367
- [*] : ratio and log10(ratio) in columns
* Elapsed time : 94.2 s
-*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*-
=> Elapsed time : 95 secs
Begin : 18:30:09
End : 18:31:44
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