High-Resolution Radar Target Recognition via Inception-Based VGG (IVGG) Networks

Table 1

IVGG network configuration.

IVGG11	IVGG13	IVGG16	IVGG19
11 weight layers	13 weight layers	16 weight layers	19 weight layers
Input (HRRP OR SAR)
conv3-64	conv3-64	conv3-64	conv3-64
	conv3-64	conv3-64	conv3-64
MaxPool
conv3-128	conv3-128	conv3-128	conv3-128
	conv3-128	conv3-128	conv3-128
MaxPool
Inception-256	conv3-256	conv3-256	conv3-256
conv1-256	Inception-256	Inception-256	Inception-256
conv3-256	conv1-256	conv1-256	conv1-256
		conv3-256	conv3-256
			conv3-256
MaxPool
Inception-512	conv3-512	conv3-512	Inception-512
conv1-512	conv3-512	Inception-512	conv1-512
Inception-512		conv1-512	conv3-512
conv1-512		Inception-512	conv3-512
		conv1-512	Inception-512
			conv1-512
MaxPool
conv3-512	Inception-512	conv3-512	conv3-512
conv3-512	conv1-512	conv3-512	conv3-512
	Inception-512	conv3-512	conv3-512
	conv1-512		conv3-512
MaxPool
Fully connected layers
Soft-max