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Morphological Image Library : Smil vs scikit-image |
On nestorImage bubbles_bin - Type bin - 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 : 26/07/2021 10:43:54 PM
Image : bubbles_bin.png
width : 512
height : 512
depth : 1
type : binary
Function : segmentation
repeat : 7
-*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*-
*** Image size ***
* Smil
- Side SE - Mean Std Dev Min Max
------------------------------------------------------------------
0.5 - 256 1 - 12.443 0.011 12.425 12.457 - (ms)
1.0 - 512 1 - 47.637 0.009 47.625 47.653 - (ms)
2.0 - 1024 1 - 188.058 0.076 187.992 188.235 - (ms)
4.0 - 2048 1 - 888.345 1.488 886.511 890.092 - (ms)
8.0 - 4096 1 - 4629.672 111.392 4534.442 4804.329 - (ms)
16.0 - 8192 1 - 20165.908 126.453 20024.798 20351.299 - (ms)
* skImage
- Side SE - Mean Std Dev Min Max
------------------------------------------------------------------
0.5 - 256 1 - 219.511 0.208 219.130 219.734 - (ms)
1.0 - 512 1 - 362.821 0.120 362.645 363.001 - (ms)
2.0 - 1024 1 - 953.281 4.779 948.777 958.955 - (ms)
4.0 - 2048 1 - 2961.639 6.893 2947.352 2968.866 - (ms)
8.0 - 4096 1 - 9083.475 36.695 9031.229 9130.191 - (ms)
16.0 - 8192 1 - 28110.958 16.324 28094.967 28141.637 - (ms)
* Speed-up : (dt_skimage / dt_Smil)
| T(Smil) | T(skImage) | T(skImage)/T(Smil) [*]
---------------------------------------------------------------
256 | 12.443 | 219.511 | 17.641 1.247
512 | 47.637 | 362.821 | 7.616 0.882
1024 | 188.058 | 953.281 | 5.069 0.705
2048 | 888.345 | 2961.639 | 3.334 0.523
4096 | 4629.672 | 9083.475 | 1.962 0.293
8192 | 20165.908 | 28110.958 | 1.394 0.144
- [*] : ratio and log10(ratio) in columns
* Elapsed time : 614.9 s
-*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*-
=> Elapsed time : 616 secs
Begin : 22:43:53
End : 22:54:09
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