Make the screen blur

Set Window flags as blur.

WindowManager.LayoutParams lp = getWindow().getAttributes();
lp.flags = WindowManager.LayoutParams.FLAG_BLUR_BEHIND;
getWindow().setAttributes(lp);

For the Dialog, you can get a Window for Dialog. Dialog.getWindow().