Multiactivation Pooling Method in Convolutional Neural Networks for Image Recognition

Figure 3

Plain structures used in Transition layers of DenseNets to better extract features. Left: using 2×2 max-pooling and downsample twice. Middle: using 4×4 max-pooling. Right: using 4×4 MAP method.