EURASIP Journal on Image and Video Processing

Table 12 Recognition results on Muhavi dataset

From: A framework of human detection and action recognition based on uniform segmentation and combination of Euclidean distance and joint entropy-based features selection

Method	Algorithm		Measures
Method	FS	WFS	PPV (%)	AUC	FNR (%)	RR (%)
W-KNN	✓		98.42	0.990	1.60	98.40
W-KNN		✓	93.92	0.950	5.0	95.00
SDA	✓		98.74	0.990	1.30	98.70
SDA		✓	88.85	0.865	10.90	89.10
LR	✓		88.80	0.970	12.0	88.0
LR		✓	82.98	0.940	17.0	83.0
M-class SVM	✓		99.80	0.999	0.60	99.40
M-class SVM		✓	96.40	0.990	3.1	96.90

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