If you sign in with Google or Gmail and have no Zoom profile picture, Zoom will use the picture from your Google or Gmail profile. If you do not have a picture, it will appear as an empty box. 

To add a picture, please see the Google support page for adding a profile picture.

You may also add your Zoom profile picture using the Zoom web portal.