A Cyclic Consistency Motion Style Transfer Method Combined with Kinematic Constraints

Table 1

Cyclic-consistent style transfer networks with kinematic constraints.

	Layer	Shape	Param
Generated network	Input	(none, 256, 73)
	Encoder network
	DropoutLayer
	Conv1DLayer	(none, 73, 240)
	Pool1DLayer	(none, 256, 240)
	Decoder network
	Depool1DLayer	(none, 256, 240)
	DropoutLayer
	Conv1DLayer	(none, 256, 240)
	Output	(none, 256, 73)
Discriminant network	Adversarial network
	DropoutLayer
	Conv1DLayer	(none, 73, 240)
	Pool1DLayer	(none, 256, 240)