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Morphological Image Library : Smil vs scikit-image |
On taurusImage bubbles_bin - 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 : 02/08/2021 04:06:50 PM Image : bubbles_bin.png width : 512 height : 512 depth : 1 type : binary Function : thinning repeat : 7 -*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*- *** Image size *** * Smil - Side SE - Mean Std Dev Min Max ------------------------------------------------------------------- ===> lnb 20 0.228 0.5 - 256 1 - 11.351 0.112 11.274 11.618 - (ms) ===> lnb 10 0.257 1.0 - 512 1 - 25.629 0.085 25.538 25.766 - (ms) ===> lnb 2 0.228 2.0 - 1024 1 - 113.652 0.356 113.139 114.089 - (ms) ===> lnb 1 0.792 4.0 - 2048 1 - 777.936 0.585 777.245 779.062 - (ms) ===> lnb 1 5.563 8.0 - 4096 1 - 5606.733 44.023 5544.711 5680.711 - (ms) ===> lnb 1 47.369 16.0 - 8192 1 - 47802.987 453.103 47356.125 48345.354 - (ms) * skImage - Side SE - Mean Std Dev Min Max ------------------------------------------------------------------- ===> lnb 10 0.203 0.5 - 256 1 - 20.283 0.006 20.274 20.294 - (ms) ===> lnb 2 0.253 1.0 - 512 1 - 126.754 0.205 126.598 127.219 - (ms) ===> lnb 1 0.941 2.0 - 1024 1 - 933.852 0.849 932.681 935.225 - (ms) ===> lnb 1 7.819 4.0 - 2048 1 - 7821.915 2.073 7819.323 7825.007 - (ms) ===> lnb 1 62.436 8.0 - 4096 1 - 62586.834 352.671 62345.232 63397.761 - (ms) ===> lnb 1 513.461 16.0 - 8192 1 - 514235.990 776.504 513457.630 515329.439 - (ms) * Speed-up : (dt_skimage / dt_Smil) | T(Smil) | T(skImage) | T(skImage)/T(Smil) [*] --------------------------------------------------------------- 256 | 11.351 | 20.283 | 1.787 0.252 512 | 25.629 | 126.754 | 4.946 0.694 1024 | 113.652 | 933.852 | 8.217 0.915 2048 | 777.936 | 7821.915 | 10.055 1.002 4096 | 5606.733 | 62586.834 | 11.163 1.048 8192 | 47802.987 | 514235.990 | 10.757 1.032 - [*] : ratio and log10(ratio) in columns * Elapsed time : 5128.3 s -*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*- => Elapsed time : 5129 secs Begin : 16:06:49 End : 17:32:18 |