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Morphological Image Library : Smil vs scikit-image |
On taurusImage alumine - 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 : 01/08/2021 11:45:28 PM Image : alumine.png width : 256 height : 256 depth : 1 type : binary Function : thinning repeat : 7 -*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*- *** Image size *** * Smil - Side SE - Mean Std Dev Min Max ------------------------------------------------------------------- ===> lnb 5 0.324 1.0 - 256 1 - 49.239 4.601 47.026 60.418 - (ms) ===> lnb 2 0.270 2.0 - 512 1 - 135.925 1.013 134.893 137.873 - (ms) ===> lnb 1 0.607 4.0 - 1024 1 - 609.511 2.112 605.425 612.088 - (ms) ===> lnb 1 4.170 8.0 - 2048 1 - 4197.246 13.786 4178.525 4217.848 - (ms) ===> lnb 1 30.179 16.0 - 4096 1 - 30289.138 139.623 30060.617 30429.323 - (ms) ===> lnb 1 258.668 32.0 - 8192 1 - 264939.933 1939.662 260503.142 266693.451 - (ms) * skImage - Side SE - Mean Std Dev Min Max ------------------------------------------------------------------- ===> lnb 5 0.384 1.0 - 256 1 - 76.670 0.058 76.606 76.760 - (ms) ===> lnb 1 0.584 2.0 - 512 1 - 583.165 0.344 582.871 583.952 - (ms) ===> lnb 1 4.602 4.0 - 1024 1 - 4581.983 5.431 4573.259 4591.699 - (ms) ===> lnb 1 39.952 8.0 - 2048 1 - 39863.753 55.816 39811.963 39946.650 - (ms) ===> lnb 1 322.181 16.0 - 4096 1 - 321866.044 390.398 321677.235 322820.199 - (ms) ===> lnb 1 2672.246 32.0 - 8192 1 - 2671384.300 1236.882 2669648.583 2672728.542 - (ms) * Speed-up : (dt_skimage / dt_Smil) | T(Smil) | T(skImage) | T(skImage)/T(Smil) [*] --------------------------------------------------------------- 256 | 49.239 | 76.670 | 1.557 0.192 512 | 135.925 | 583.165 | 4.290 0.632 1024 | 609.511 | 4581.983 | 7.517 0.876 2048 | 4197.246 | 39863.753 | 9.498 0.978 4096 | 30289.138 | 321866.044 | 10.626 1.026 8192 | 264939.933 | 2671384.300 | 10.083 1.004 - [*] : ratio and log10(ratio) in columns * Elapsed time : 26710.6 s -*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*- => Elapsed time : 26712 secs Begin : 23:45:27 End : 07:10:39 |