|
|
Morphological Image Library : Smil vs scikit-image |
On taurusImage gruyere - 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 09:50:27 AM
Image : gruyere.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 - 2.441 0.008 2.433 2.455 - (ms)
2.0 - 512 1 - 8.121 0.003 8.115 8.127 - (ms)
4.0 - 1024 1 - 31.904 0.046 31.833 31.961 - (ms)
8.0 - 2048 1 - 147.242 0.042 147.192 147.314 - (ms)
16.0 - 4096 1 - 1101.194 34.497 1046.026 1147.902 - (ms)
32.0 - 8192 1 - 5374.890 25.157 5322.515 5403.303 - (ms)
* skImage
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
1.0 - 256 1 - 4.239 0.060 4.202 4.374 - (ms)
2.0 - 512 1 - 20.217 0.006 20.209 20.229 - (ms)
4.0 - 1024 1 - 104.581 0.107 104.428 104.710 - (ms)
8.0 - 2048 1 - 565.110 4.260 558.186 573.296 - (ms)
16.0 - 4096 1 - 3588.354 14.429 3561.115 3604.635 - (ms)
32.0 - 8192 1 - 17864.110 151.118 17570.488 17992.785 - (ms)
* Speed-up : (dt_skimage / dt_Smil)
| T(Smil) | T(skImage) | T(skImage)/T(Smil) [*]
---------------------------------------------------------------
256 | 2.441 | 4.239 | 1.736 0.240
512 | 8.121 | 20.217 | 2.490 0.396
1024 | 31.904 | 104.581 | 3.278 0.516
2048 | 147.242 | 565.110 | 3.838 0.584
4096 | 1101.194 | 3588.354 | 3.259 0.513
8192 | 5374.890 | 17864.110 | 3.324 0.522
- [*] : ratio and log10(ratio) in columns
* Elapsed time : 285.3 s
-*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*-
=> Elapsed time : 286 secs
Begin : 09:50:26
End : 09:55:12
|