Remove uploaded header images

My latest question brought up another question. Is it possible to remove previously uploaded header images? In the header options page you can set which header you want to choose or you can use the random button. I would like to use the random button, but I have uploaded headers which I do not want to use in the future. How can I remove the previously uploaded headers?