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Morphological Image Library : Smil vs scikit-image |
On taurusImage bubbles_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 03:30:33 PM
Image : bubbles_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 - 42.774 0.181 42.507 43.036 - (ms)
1.0 - 512 1 - 161.101 0.715 159.934 161.927 - (ms)
2.0 - 1024 1 - 473.159 20.151 445.488 499.234 - (ms)
4.0 - 2048 1 - 1641.031 25.386 1604.356 1688.448 - (ms)
8.0 - 4096 1 - 5638.288 61.068 5583.161 5768.247 - (ms)
16.0 - 8192 1 - 22308.663 225.667 21853.982 22667.379 - (ms)
* skImage
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
0.5 - 256 1 - 58.240 0.090 58.148 58.423 - (ms)
1.0 - 512 1 - 250.623 0.289 250.314 251.013 - (ms)
2.0 - 1024 1 - 1127.751 6.714 1124.058 1144.123 - (ms)
4.0 - 2048 1 - 4885.150 26.854 4845.124 4937.959 - (ms)
8.0 - 4096 1 - 18901.529 88.085 18736.879 18985.221 - (ms)
16.0 - 8192 1 - 69831.929 243.828 69550.307 70174.040 - (ms)
* Speed-up : (dt_skimage / dt_Smil)
| T(Smil) | T(skImage) | T(skImage)/T(Smil) [*]
---------------------------------------------------------------
256 | 42.774 | 58.240 | 1.362 0.134
512 | 161.101 | 250.623 | 1.556 0.192
1024 | 473.159 | 1127.751 | 2.383 0.377
2048 | 1641.031 | 4885.150 | 2.977 0.474
4096 | 5638.288 | 18901.529 | 3.352 0.525
8192 | 22308.663 | 69831.929 | 3.130 0.496
- [*] : ratio and log10(ratio) in columns
* Elapsed time : 1040.6 s
-*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*-
=> Elapsed time : 1042 secs
Begin : 15:30:32
End : 15:47:54
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