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Morphological Image Library : Smil vs scikit-image |
On taurusImage eutectic - 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 08:00:08 AM Image : eutectic.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 0.316 1.0 - 256 1 - 31.592 0.302 31.378 32.325 - (ms) ===> lnb 5 0.432 2.0 - 512 1 - 86.613 0.268 86.255 87.072 - (ms) ===> lnb 1 0.376 4.0 - 1024 1 - 373.908 1.890 372.137 378.078 - (ms) ===> lnb 1 2.648 8.0 - 2048 1 - 2653.012 3.617 2647.393 2658.293 - (ms) ===> lnb 1 19.161 16.0 - 4096 1 - 19138.348 43.173 19086.680 19191.439 - (ms) ===> lnb 1 164.568 32.0 - 8192 1 - 166953.807 697.727 165321.331 167545.658 - (ms) * skImage - Side SE - Mean Std Dev Min Max ------------------------------------------------------------------- ===> lnb 5 0.211 1.0 - 256 1 - 42.186 0.017 42.150 42.211 - (ms) ===> lnb 1 0.327 2.0 - 512 1 - 326.218 0.230 325.829 326.514 - (ms) ===> lnb 1 2.517 4.0 - 1024 1 - 2508.917 3.171 2504.063 2512.459 - (ms) ===> lnb 1 21.851 8.0 - 2048 1 - 21932.532 147.852 21841.191 22267.756 - (ms) ===> lnb 1 176.716 16.0 - 4096 1 - 176135.883 511.719 175523.314 177202.730 - (ms) ===> lnb 1 1463.360 32.0 - 8192 1 - 1462217.421 1133.538 1460590.156 1463927.387 - (ms) * Speed-up : (dt_skimage / dt_Smil) | T(Smil) | T(skImage) | T(skImage)/T(Smil) [*] --------------------------------------------------------------- 256 | 31.592 | 42.186 | 1.335 0.126 512 | 86.613 | 326.218 | 3.766 0.576 1024 | 373.908 | 2508.917 | 6.710 0.827 2048 | 2653.012 | 21932.532 | 8.267 0.917 4096 | 19138.348 | 176135.883 | 9.203 0.964 8192 | 166953.807 | 1462217.421 | 8.758 0.942 - [*] : ratio and log10(ratio) in columns * Elapsed time : 14826.9 s -*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*- => Elapsed time : 14828 secs Begin : 08:00:07 End : 12:07:15 |