A Multiframes Integration Object Detection Algorithm Based on Time-Domain and Space-Domain

Table 1

The performance of different algorithms through precision and recall rate.

Algorithm	IFD	FPCP	GRASTA	GMM	ViBe	MFITS
Outdoor video
Accuracy rate	94.92%	67.53%	83.62%	99.22%	96.19%	94.99%
Recall rate	64.22%	73.69%	67.12%	91.11%	71.83%	86.27%
Indoor video
Accuracy rate	94.45%	61.47%	90.46%	95.98%	92.06%	95.25%
Recall rate	60.47%	55.83%	61.73%	71.66%	56.29%	75.98%
Shop video
Accuracy rate	91.36%	64.25%	95.86%	98.77%	91.34%	93.54%
Recall rate	57.41%	68.01%	71.91%	70.33%	55.16%	79.81%
Escalator video
Accuracy rate	85.77%	56.54%	42.61%	93.48%	77.32%	97.16%
Recall rate	63.38%	68.46%	81.33%	40.17%	45.62%	89.84%
Mean
Accuracy rate	91.63%	62.44%	78.19%	96.86%	89.22%	95.24%
Recall rate	61.37%	66.49%	70.52%	68.32%	57.11%	82.98%