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Morphological Image Library : Smil vs scikit-image |
On taurusImage coffee - Type bin - Function thinningSMIL (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 : 03/08/2021 03:40:20 AM Image : coffee.png width : 256 height : 256 depth : 1 type : binary Function : thinning repeat : 7 -*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*- *** Image size *** * Smil - Side SE - Mean Std Dev Min Max ------------------------------------------------------------------- ===> lnb 10 0.364 1.0 - 256 1 - 27.233 0.214 27.088 27.745 - (ms) ===> lnb 5 0.382 2.0 - 512 1 - 75.963 0.414 75.387 76.671 - (ms) ===> lnb 1 0.345 4.0 - 1024 1 - 347.816 2.572 344.848 353.567 - (ms) ===> lnb 1 2.411 8.0 - 2048 1 - 2409.010 1.675 2407.122 2412.354 - (ms) ===> lnb 1 17.205 16.0 - 4096 1 - 17283.264 175.106 17086.446 17544.471 - (ms) ===> lnb 1 148.198 32.0 - 8192 1 - 151064.168 1485.511 148732.703 153256.638 - (ms) * skImage - Side SE - Mean Std Dev Min Max ------------------------------------------------------------------- ===> lnb 5 0.235 1.0 - 256 1 - 47.080 0.040 47.046 47.173 - (ms) ===> lnb 1 0.356 2.0 - 512 1 - 354.362 0.195 354.134 354.651 - (ms) ===> lnb 1 2.744 4.0 - 1024 1 - 2727.516 6.018 2721.366 2735.789 - (ms) ===> lnb 1 23.465 8.0 - 2048 1 - 23448.500 1.882 23444.329 23450.296 - (ms) ===> lnb 1 188.681 16.0 - 4096 1 - 188647.241 213.694 188511.742 189166.601 - (ms) ===> lnb 1 1560.679 32.0 - 8192 1 - 1561385.867 833.050 1559740.204 1562684.925 - (ms) * Speed-up : (dt_skimage / dt_Smil) | T(Smil) | T(skImage) | T(skImage)/T(Smil) [*] --------------------------------------------------------------- 256 | 27.233 | 47.080 | 1.729 0.238 512 | 75.963 | 354.362 | 4.665 0.669 1024 | 347.816 | 2727.516 | 7.842 0.894 2048 | 2409.010 | 23448.500 | 9.734 0.988 4096 | 17283.264 | 188647.241 | 10.915 1.038 8192 | 151064.168 | 1561385.867 | 10.336 1.014 - [*] : ratio and log10(ratio) in columns * Elapsed time : 15587.0 s -*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*- => Elapsed time : 15587 secs Begin : 03:40:20 End : 08:00:07 |