Multiscale High-Level Feature Fusion for Histopathological Image Classification

Table 1

The configuration of the coding network.

Type	Kernel size/strid	Output size
Convolution	7 × 7 × 3/1	134 × 134 × 32
Convolution	7 × 7 × 32/1	128 × 128 × 32
Max pool	5 × 5/2	62 × 62 × 32
Convolution	9 × 9 × 32/1	54 × 54 × 64
Max pool	5 × 5/2	25 × 25 × 64
Convolution	7 × 7 × 64/1	19 × 19 × 64
Convolution	7 × 7 × 64/1	13 × 13 × 128
Max pool	6 × 6/2	4 × 4 × 128
Convolution	4 × 4 × 128/1	1 × 1 × 256
Full-connection	1 × 1 × 256/1	1 × 1 × 256
Softmax layer		1 × 1 × 6