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Morphological Image Library : Smil vs scikit-image |
On taurusImage tools - 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 04:20:29 PM
Image : tools.png
width : 256
height : 256
depth : 1
type : gray
Function : segmentation
repeat : 7
-*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*-
*** Image size ***
* Smil
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
1.0 - 256 1 - 38.367 0.181 38.175 38.634 - (ms)
2.0 - 512 1 - 138.749 1.503 137.276 140.924 - (ms)
4.0 - 1024 1 - 428.101 51.950 380.706 534.150 - (ms)
8.0 - 2048 1 - 1415.671 25.335 1361.501 1451.761 - (ms)
16.0 - 4096 1 - 5222.580 66.073 5141.562 5318.154 - (ms)
32.0 - 8192 1 - 20132.486 258.581 19845.148 20667.361 - (ms)
* skImage
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
1.0 - 256 1 - 52.197 0.015 52.174 52.218 - (ms)
2.0 - 512 1 - 210.734 0.088 210.638 210.921 - (ms)
4.0 - 1024 1 - 881.194 0.788 879.663 882.387 - (ms)
8.0 - 2048 1 - 3686.616 29.915 3659.635 3758.025 - (ms)
16.0 - 4096 1 - 14750.405 311.341 14569.998 15499.201 - (ms)
32.0 - 8192 1 - 55811.035 86.320 55737.805 55966.411 - (ms)
* Speed-up : (dt_skimage / dt_Smil)
| T(Smil) | T(skImage) | T(skImage)/T(Smil) [*]
---------------------------------------------------------------
256 | 38.367 | 52.197 | 1.360 0.134
512 | 138.749 | 210.734 | 1.519 0.182
1024 | 428.101 | 881.194 | 2.058 0.314
2048 | 1415.671 | 3686.616 | 2.604 0.416
4096 | 5222.580 | 14750.405 | 2.824 0.451
8192 | 20132.486 | 55811.035 | 2.772 0.443
- [*] : ratio and log10(ratio) in columns
* Elapsed time : 863.0 s
-*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*-
=> Elapsed time : 864 secs
Begin : 16:20:28
End : 16:34:52
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