Second way would be to open that conversation view, click on the contact icon at the top of the view, which should then bring you to a details page that lists a bunch of metadata and settings about the conversation (e.g. participants, hide alerts, ...). One of the sections shows all photos from that conversation. Browse that until you find the one you care about.