Research Article

Highly Robust Synthetic Aperture Radar Target Recognition Method Based on Simulation Data Training

Table 4

Architectures of DenseNets. Note that each “conv” layer shown in the table corresponds to the sequence BN-ReLU-Conv.

Layer nameDenseNet-121DenseNet-169DenseNet-201DenseNet-161

Stage 07 × 7 conv, stride 2

Stage 1Max pool, 3 × 3, stride 2
Transition layer1 × 1 conv
1 × 1 average pool, stride 2
Stage 2
Transition layer1 × 1 conv
1 × 1 average pool, stride 2
Stage 3
Transition layer1 × 1 conv
1 × 1 average pool, stride 2
Stage 4
ClassificationGlobal average pool
3-d FC, softmax