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Morphological Image Library : Smil vs scikit-image |
On taurusImage hubble_EDF_gray - Type gray - Function segmentation
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 : 25/08/2021 03:47:55 PM
Image : hubble_EDF_gray.png
width : 512
height : 512
depth : 1
type : gray
Function : segmentation
repeat : 7
-*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*-
*** Image size ***
* Smil
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
0.5 - 256 1 - 41.509 0.166 41.231 41.755 - (ms)
1.0 - 512 1 - 161.065 1.712 158.933 163.321 - (ms)
2.0 - 1024 1 - 576.361 51.655 493.234 621.889 - (ms)
4.0 - 2048 1 - 1671.657 23.010 1636.312 1701.901 - (ms)
8.0 - 4096 1 - 5888.144 49.785 5816.083 5954.601 - (ms)
16.0 - 8192 1 - 22081.515 317.930 21523.487 22540.442 - (ms)
* skImage
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
0.5 - 256 1 - 48.016 0.033 47.982 48.084 - (ms)
1.0 - 512 1 - 204.970 0.027 204.941 205.006 - (ms)
2.0 - 1024 1 - 923.319 2.939 921.576 930.333 - (ms)
4.0 - 2048 1 - 3992.286 21.496 3972.813 4036.427 - (ms)
8.0 - 4096 1 - 16261.642 232.848 16091.137 16812.726 - (ms)
16.0 - 8192 1 - 61175.006 306.821 60947.287 61838.440 - (ms)
* Speed-up : (dt_skimage / dt_Smil)
| T(Smil) | T(skImage) | T(skImage)/T(Smil) [*]
---------------------------------------------------------------
256 | 41.509 | 48.016 | 1.157 0.063
512 | 161.065 | 204.970 | 1.273 0.105
1024 | 576.361 | 923.319 | 1.602 0.205
2048 | 1671.657 | 3992.286 | 2.388 0.378
4096 | 5888.144 | 16261.642 | 2.762 0.441
8192 | 22081.515 | 61175.006 | 2.770 0.443
- [*] : ratio and log10(ratio) in columns
* Elapsed time : 945.3 s
-*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*-
=> Elapsed time : 947 secs
Begin : 15:47:54
End : 16:03:41
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