You can do something like this:
PauseTransition idle = new PauseTransition(Duration.seconds(1));
idle.setOnFinished(e -> scene.setCursor(Cursor.NONE));
scene.addEventHandler(Event.ANY, e -> {
idle.playFromStart();
scene.setCursor(Cursor.DEFAULT);
});
. - , , . , , (.. ), NONE.