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Morphological Image Library : Smil vs scikit-image |
On nestorImage hubble_EDF_bin - 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 : 30/07/2021 03:29:45 PM
Image : hubble_EDF_bin.png
width : 512
height : 512
depth : 1
type : binary
Function : distance
repeat : 7
-*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*-
*** Image size ***
* Smil
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
0.5 - 256 1 - 1.334 0.001 1.333 1.336 - (ms)
1.0 - 512 1 - 5.612 0.436 5.182 6.383 - (ms)
2.0 - 1024 1 - 21.235 0.001 21.234 21.237 - (ms)
4.0 - 2048 1 - 109.621 0.088 109.538 109.782 - (ms)
8.0 - 4096 1 - 709.699 0.097 709.561 709.841 - (ms)
16.0 - 8192 1 - 3021.953 1.779 3020.885 3026.272 - (ms)
* skImage
- Side SE - Mean Std Dev Min Max
-------------------------------------------------------------------
0.5 - 256 1 - 4.436 0.002 4.432 4.439 - (ms)
1.0 - 512 1 - 18.087 0.012 18.069 18.108 - (ms)
2.0 - 1024 1 - 102.398 0.787 101.609 103.618 - (ms)
4.0 - 2048 1 - 539.317 6.227 527.548 544.976 - (ms)
8.0 - 4096 1 - 2482.553 8.335 2473.612 2498.583 - (ms)
16.0 - 8192 1 - 10792.980 11.625 10771.666 10808.668 - (ms)
* Speed-up : (dt_skimage / dt_Smil)
| T(Smil) | T(skImage) | T(skImage)/T(Smil) [*]
---------------------------------------------------------------
256 | 1.334 | 4.436 | 3.326 0.522
512 | 5.612 | 18.087 | 3.223 0.508
1024 | 21.235 | 102.398 | 4.822 0.683
2048 | 109.621 | 539.317 | 4.920 0.692
4096 | 709.699 | 2482.553 | 3.498 0.544
8192 | 3021.953 | 10792.980 | 3.572 0.553
- [*] : ratio and log10(ratio) in columns
* Elapsed time : 255.4 s
-*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*-
=> Elapsed time : 256 secs
Begin : 15:29:44
End : 15:34:00
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