How to add a private registry for image lookups in openshift

I have a private registry at the url where I can push images to from my master node in ocp cluster. When I go about launching a new app referring an image from this private registry, the lookup fails with a error message that the image is not found.

oc new-app

My private registry is not even polled to look for the images and that’y why the deployment fails. Is there a way I can add this private registry in the list of to be searched repositories when docker tries to find an image?

Source: StackOverflow