|
|
Morphological Image Library : Smil vs scikit-image |
On taurusImage tools - Type gray - Function watershed
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 : 04/08/2021 10:57:44 PM
Image : tools.png
width : 256
height : 256
depth : 1
type : gray
Function : watershed
repeat : 7
-*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*-
*** Image size ***
* Smil
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
1.0 - 256 1 - 6.007 0.013 5.997 6.037 - (ms)
2.0 - 512 1 - 22.510 0.034 22.470 22.586 - (ms)
4.0 - 1024 1 - 88.245 0.247 88.036 88.738 - (ms)
8.0 - 2048 1 - 334.927 5.121 329.498 346.445 - (ms)
16.0 - 4096 1 - 1283.947 34.489 1254.342 1338.904 - (ms)
32.0 - 8192 1 - 5029.780 47.889 4953.750 5093.408 - (ms)
* skImage
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
1.0 - 256 1 - 12.330 0.018 12.311 12.352 - (ms)
2.0 - 512 1 - 55.006 0.099 54.947 55.243 - (ms)
4.0 - 1024 1 - 288.153 1.194 285.242 288.881 - (ms)
8.0 - 2048 1 - 1272.469 9.881 1266.038 1296.430 - (ms)
16.0 - 4096 1 - 4858.197 15.043 4845.075 4892.013 - (ms)
32.0 - 8192 1 - 17187.111 108.133 17044.731 17327.360 - (ms)
* Speed-up : (dt_skimage / dt_Smil)
| T(Smil) | T(skImage) | T(skImage)/T(Smil) [*]
---------------------------------------------------------------
256 | 6.007 | 12.330 | 2.053 0.312
512 | 22.510 | 55.006 | 2.444 0.388
1024 | 88.245 | 288.153 | 3.265 0.514
2048 | 334.927 | 1272.469 | 3.799 0.580
4096 | 1283.947 | 4858.197 | 3.784 0.578
8192 | 5029.780 | 17187.111 | 3.417 0.534
- [*] : ratio and log10(ratio) in columns
* Elapsed time : 374.0 s
-*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*-
=> Elapsed time : 375 secs
Begin : 22:57:43
End : 23:03:58
|