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Morphological Image Library : Smil vs scikit-image |
On taurusImage hubble_EDF_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 : 03/08/2021 05:34:11 PM Image : hubble_EDF_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 0.267 0.5 - 256 1 - 10.496 0.634 10.113 11.960 - (ms) ===> lnb 10 0.294 1.0 - 512 1 - 29.243 0.165 28.983 29.550 - (ms) ===> lnb 2 0.233 2.0 - 1024 1 - 116.126 0.437 115.485 116.821 - (ms) ===> lnb 1 0.775 4.0 - 2048 1 - 771.886 3.278 768.131 779.087 - (ms) ===> lnb 1 5.607 8.0 - 4096 1 - 5611.203 10.903 5597.182 5629.560 - (ms) ===> lnb 1 47.752 16.0 - 8192 1 - 48405.511 357.250 47862.299 48780.195 - (ms) * skImage - Side SE - Mean Std Dev Min Max ------------------------------------------------------------------- ===> lnb 20 0.344 0.5 - 256 1 - 17.166 0.016 17.147 17.193 - (ms) ===> lnb 2 0.247 1.0 - 512 1 - 123.547 0.094 123.439 123.722 - (ms) ===> lnb 1 0.919 2.0 - 1024 1 - 910.951 1.256 908.318 912.738 - (ms) ===> lnb 1 7.783 4.0 - 2048 1 - 7782.074 1.772 7779.572 7784.238 - (ms) ===> lnb 1 63.049 8.0 - 4096 1 - 62493.724 106.243 62333.360 62689.313 - (ms) ===> lnb 1 516.036 16.0 - 8192 1 - 515821.340 637.074 514621.470 516670.117 - (ms) * Speed-up : (dt_skimage / dt_Smil) | T(Smil) | T(skImage) | T(skImage)/T(Smil) [*] --------------------------------------------------------------- 256 | 10.496 | 17.166 | 1.636 0.214 512 | 29.243 | 123.547 | 4.225 0.626 1024 | 116.126 | 910.951 | 7.845 0.895 2048 | 771.886 | 7782.074 | 10.082 1.004 4096 | 5611.203 | 62493.724 | 11.137 1.047 8192 | 48405.511 | 515821.340 | 10.656 1.028 - [*] : ratio and log10(ratio) in columns * Elapsed time : 5147.6 s -*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*- => Elapsed time : 5148 secs Begin : 17:34:11 End : 18:59:59 |