A Crowd Counting Framework Combining with Crowd Location

Table 7

Counting performance of the different methods on UCF_CC_50.

Methods	Type	Position	UCF_CC_50
			MAE	MSE
Faster R-CNN [25]	Detection	Yes	592.09	672.19
MCNN [1]	DM	No	377.6	509.1
Switching CNN [20]	DM	No	318.1	439.2
MNCS [19]	DM	No	306.7	396.3
DA-Net [32]	DM	No	290.8	326.5
SD-CNN [24]	Detection	Yes	235.74	345.6
ResNet-DC	DM	No	286.3	415.0
ResNet-DC	PCM	Yes	254.78	326.16