Pedestrian Behavior Recognition Based on Improved Dual-stream Network with Differential Feature in Surveillance Video

Table 1

Categories and number of datasets.

No.	Categories	Total
1	Walking	152
2	Standing	203
3	Climbing	186
4	Jogging	265
5	Jumping	174
5	Punching	128
7	Lying	295
8	Waving 1	168
9	Waving 2	177
10	Crouching	312
11	Sitting	268
12	Handclapping	208
13	Pushing	158
14	Fighting	119
15	Handshaking	134
16	Hugging	168