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. 2017 Jul 8;17(7):1598. doi: 10.3390/s17071598

Table 9.

Comparisons of classification accuracies with original DVLFPD-DB1 based on precision, recall, accuracy, and F1 score (unit: %).

Method Precision Recall ACC F1 Score
HOG-SVM based [18,22] 96.78 97.86 96.66 97.32
CNN and single visible light camera-based [6] 98.42 97.69 97.58 98.05
CNN and single FIR camera-based [10] 98.32 96.53 96.37 97.42
Late fusion CNN-based [13] 98.57 98.38 98.11 98.47
Proposed method 99.75 99.63 99.61 99.69