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. 2021 Sep 15;21(18):6189. doi: 10.3390/s21186189

Table 2.

Execution Time by SVM Classifier Using LBP, CNN and HOG.

Classifier Name Time in Seconds
SVM with Local Binary Pattern 4.2 s
SVM with Histogram of Oriented Gradients 4.3 s
SVM with Convolutional Neural Network 3.84 s
SVM with HOG + CNN 4.8 s
SVM with CNN + LBP 3.98 s
SVM with HOG + CNN + LBP 10.5 s