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. 2018 Sep 11;18(9):3042. doi: 10.3390/s18093042

Table 1.

Crack locating accuracy comparison (the best results are marked in bold).

Test Images Method Acc (%) Recall Precision
No. 1 STRUM+AdaBoost 99.05 24.87 83.19
Block-wise CNN 93.87 86.97 14.73
LPP 99.67 84.17 73.38
No. 2 STRUM+AdaBoost 97.91 13.61 78.42
Block-wise CNN 95.48 58.59 27.56
LPP 99.52 78.83 79.86
No. 3 STRUM+AdaBoost 96.64 14.75 48.03
Block-wise CNN 90.88 56.90 15.94
LPP 99.15 83.15 49.20
No. 4 STRUM+AdaBoost 99.38 3.24 25.00
Block-wise CNN 97.17 30.01 6.81
LPP 99.90 74.78 82.89
No. 5 STRUM+AdaBoost 97.08 8.20 20.13
Block-wise CNN 93.67 93.42 26.22
LPP 99.64 89.99 95.17