Islam is against Idol worship and Prophet Muhammad (PBUH) removed all the idols placed in Kabaa Shariefa.
During his lifetime nobody had made a picture or potrait about him. If his pictures were circulated it would have found way in every muslim household which would be against the spirit of Islam.