Face Detection Algorithm Based on Double-Channel CNN with Occlusion Perceptron

Table 2

The average accuracy of face detection in MAFA dataset.

Attribute	Literature [14]	Literature [16]	Literature [30]	Literature [31]	Proposed
Left	3.02	11.8	17.4	14.2	19.9
Left-front	28.7	35.3	46.8	39.5	65
Front	66.8	70.4	76.8	72.6	82.2
Right-front	20.7	25.4	32.6	28.9	59.3
Right	2.07	6.78	17.5	9.94	19.3
Weak	59.6	64	74.9	67.9	80.6
Medium	44.4	49.6	65.7	62.3	72.6
Heavy	7.23	20.8	26.3	22.9	35.8
Simple	64.6	69.7	74.4	71.5	81.6
Complex	51.2	54.7	62.3	57.6	74.9
Body	25.5	30.3	43.2	39.6	65.4
Hybrid	10.8	16.2	21.8	18.5	28.7
Accuracy	62.9	67.4	73.5	69.7	80.2
Speed (FPS)	22	20	38	28	39