Research Article

Medical Image Compression Based on Variational Autoencoder

Table 1

The main simulation parameters of the experiment.

Parameter type and meaningValue

Loss function
The value of λ0.005 0.0075 0.01 0.015 0.02 0.04 0.1
Iterations (times)1 M
Batch size8
Patch size (px ∗ px)256 ∗ 256
Learning rate0.001 (initial) 0.0001 (after stabilizing)