将div（水平和垂直）居中，如果向下滚动则不要留在中间

I have a div which is centered horizontally and vertically. The problem is that if I scroll down, the div scrolls down too and stays in the center. How can I fix that it doesn't scrolls down?I have a div which is centered horizontally and