Table 3.

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

Classifier Name	Time in Seconds
RF with Histogram of Oriented Gradients	3.5 s
RF with Convolutional Neural Network	4.2 s
RF with HOG + CNN	7.8 s
RF with CNN + LBP	2.8 s
RF with HOG + CNN + LBP	3.9 s
RF with Local Binary Pattern	2.23 s