Interesting Work. But gamma and beta are handled on shifted distributions(Background Style Distribution)

[qsunyuan]

Interesting idea.

However, the $\gamma$ and $\beta$ of the background are processed on the standard normal distribution feature, but the parameters of foreground are processed on the style shifted distribution feature (mea, std of the background).

It just doesn't seem intuitive to me to transfer the style of the background to the foreground.

Maybe only perform the region norm is enough, background norm and foreground norm with the same $\gamma$ and $\beta$ shifting.

[junleen]

However, the and of the background are processed on the standard normal distribution feature, but the parameters of foreground are processed on the style shifted distribution feature (mea, std of the background).

It just doesn't seem intuitive to me to transfer the style of the background to the foreground.

Maybe only perform the region norm is enough, background norm and foreground norm with the same and shifting.

Did you mean normalizing the feature with the same bias and scale from the background?