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Morphological Image Library : Smil vs scikit-image |
On taurusImage coffee - Type bin - Function distance
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 : 05/08/2021 09:40:49 AM
Image : coffee.png
width : 256
height : 256
depth : 1
type : binary
Function : distance
repeat : 7
-*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*-
*** Image size ***
* Smil
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
1.0 - 256 1 - 2.486 0.007 2.480 2.500 - (ms)
2.0 - 512 1 - 8.296 0.005 8.290 8.307 - (ms)
4.0 - 1024 1 - 32.546 0.049 32.496 32.655 - (ms)
8.0 - 2048 1 - 147.616 0.228 147.280 148.033 - (ms)
16.0 - 4096 1 - 1055.605 59.132 977.209 1122.449 - (ms)
32.0 - 8192 1 - 5344.930 138.742 5243.485 5674.293 - (ms)
* skImage
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
1.0 - 256 1 - 4.278 0.006 4.271 4.290 - (ms)
2.0 - 512 1 - 20.058 0.064 20.001 20.197 - (ms)
4.0 - 1024 1 - 105.757 0.195 105.525 106.166 - (ms)
8.0 - 2048 1 - 559.983 3.827 552.805 564.252 - (ms)
16.0 - 4096 1 - 3630.468 20.621 3589.251 3658.485 - (ms)
32.0 - 8192 1 - 18222.316 107.730 18090.741 18370.381 - (ms)
* Speed-up : (dt_skimage / dt_Smil)
| T(Smil) | T(skImage) | T(skImage)/T(Smil) [*]
---------------------------------------------------------------
256 | 2.486 | 4.278 | 1.721 0.236
512 | 8.296 | 20.058 | 2.418 0.383
1024 | 32.546 | 105.757 | 3.250 0.512
2048 | 147.616 | 559.983 | 3.793 0.579
4096 | 1055.605 | 3630.468 | 3.439 0.536
8192 | 5344.930 | 18222.316 | 3.409 0.533
- [*] : ratio and log10(ratio) in columns
* Elapsed time : 289.2 s
-*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*-
=> Elapsed time : 290 secs
Begin : 09:40:48
End : 09:45:38
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