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Morphological Image Library : Smil vs scikit-image |
On taurusImage balls - 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 07:10:39 AM Image : balls.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 0.293 1.0 - 256 1 - 57.481 0.617 57.009 58.966 - (ms) ===> lnb 2 0.335 2.0 - 512 1 - 163.940 0.491 163.015 164.595 - (ms) ===> lnb 1 0.737 4.0 - 1024 1 - 725.364 4.521 718.643 731.710 - (ms) ===> lnb 1 5.138 8.0 - 2048 1 - 5127.819 12.385 5114.817 5152.697 - (ms) ===> lnb 1 37.281 16.0 - 4096 1 - 37352.156 33.721 37300.966 37419.594 - (ms) ===> lnb 1 323.124 32.0 - 8192 1 - 327207.248 1447.989 324114.623 328918.979 - (ms) * skImage - Side SE - Mean Std Dev Min Max ------------------------------------------------------------------- ===> lnb 5 0.446 1.0 - 256 1 - 89.191 0.030 89.127 89.225 - (ms) ===> lnb 1 0.690 2.0 - 512 1 - 688.465 0.690 687.632 689.985 - (ms) ===> lnb 1 5.508 4.0 - 1024 1 - 5578.020 194.838 5440.156 5894.072 - (ms) ===> lnb 1 48.054 8.0 - 2048 1 - 48219.363 196.338 48056.282 48577.723 - (ms) ===> lnb 1 386.120 16.0 - 4096 1 - 386422.126 631.311 385719.581 387497.143 - (ms) ===> lnb 1 3211.585 32.0 - 8192 1 - 3208754.335 1849.165 3206259.910 3211036.240 - (ms) * Speed-up : (dt_skimage / dt_Smil) | T(Smil) | T(skImage) | T(skImage)/T(Smil) [*] --------------------------------------------------------------- 256 | 57.481 | 89.191 | 1.552 0.191 512 | 163.940 | 688.465 | 4.199 0.623 1024 | 725.364 | 5578.020 | 7.690 0.886 2048 | 5127.819 | 48219.363 | 9.403 0.973 4096 | 37352.156 | 386422.126 | 10.345 1.015 8192 | 327207.248 | 3208754.335 | 9.806 0.992 - [*] : ratio and log10(ratio) in columns * Elapsed time : 32169.3 s -*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*--*- => Elapsed time : 32170 secs Begin : 07:10:39 End : 16:06:49 |