How do we get images on a https page to be pulled as https instead of http?

We are trying to have the site go default https:. Everything is working fine expect the images that are being displayed are being pulled from http: so when a page with an image is accessed it is showing non-secure. Is there a way to have all images pulled from https?

Thanks in advance for your help.