Multiview Layer Fusion Model for Action Recognition Using RGBD Images

Table 3

Time consumption testing on different numbers of layers and different classifiers.

Classifier	Time consumption (ms)/frame									Frame rate (fps)
	L=3			L=11			L=19			L=3	L=11	L=19
	Min	Max	Avg	Min	Max	Avg	Min	Max	Avg	Avg	Avg	Avg
ANN	13.95	17.77	15.08	14.12	20.58	15.18	14.43	20.02	15.85	66.31	65.88	63.09
SVM	14.01	17.40	15.20	14.32	18.97	15.46	14.34	19.64	15.71	65.79	64.68	63.65

Note: L stands for the number of layers. ANN, artificial neural network; SVM, support vector machine.