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Morphological Image Library : Smil vs scikit-image |
On taurusImage hubble_EDF_gray - Type gray - Function areaOpen
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 : 04/08/2021 01:09:23 PM
Image : hubble_EDF_gray.png
width : 512
height : 512
depth : 1
type : gray
Function : areaOpen
repeat : 7
-*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*-
*** Image size ***
* Smil
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
0.5 - 256 1 - 36.627 0.122 36.511 36.882 - (ms)
1.0 - 512 1 - 57.612 0.144 57.430 57.926 - (ms)
2.0 - 1024 1 - 119.681 0.490 119.205 120.810 - (ms)
4.0 - 2048 1 - 383.447 0.843 382.045 385.075 - (ms)
8.0 - 4096 1 - 1647.850 14.192 1630.282 1678.463 - (ms)
16.0 - 8192 1 - 7328.928 81.857 7252.099 7505.516 - (ms)
* skImage
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
0.5 - 256 1 - 101.593 0.073 101.504 101.752 - (ms)
1.0 - 512 1 - 508.648 0.140 508.431 508.877 - (ms)
2.0 - 1024 1 - 2626.313 5.553 2617.620 2634.374 - (ms)
4.0 - 2048 1 - 29429.327 34.977 29392.048 29486.904 - (ms)
8.0 - 4096 1 - 247274.816 420.519 246906.766 248225.866 - (ms)
16.0 - 8192 1 - 2495116.723 47846.117 2407088.881 2558120.513 - (ms)
* Speed-up : (dt_skimage / dt_Smil)
| T(Smil) | T(skImage) | T(skImage)/T(Smil) [*]
---------------------------------------------------------------
256 | 36.627 | 101.593 | 2.774 0.443
512 | 57.612 | 508.648 | 8.829 0.946
1024 | 119.681 | 2626.313 | 21.944 1.341
2048 | 383.447 | 29429.327 | 76.749 1.885
4096 | 1647.850 | 247274.816 | 150.059 2.176
8192 | 7328.928 | 2495116.723 | 340.448 2.532
- [*] : ratio and log10(ratio) in columns
* Elapsed time : 22412.2 s
-*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*-
=> Elapsed time : 22413 secs
Begin : 13:09:22
End : 19:22:55
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