Vision Transformer and Deep Sequence Learning for Human Activity Recognition in Surveillance Videos

Table 1

Parameters details shown in the formulation of LSTM network.

Variables/symbol	Description
	Input over time t
	Sigmoid activation function
	Weights
	Bias terms
	Input gate
	Forget gate
	Output gate
	Tan h activation function
	Activation for the final classification
	Numbers of classes