Shutter is a feature rich screen shot capturing tool. Provision for annotation also available.
Installation
Ubuntu 14.04
Add PPA to the system,
sudo add-apt-repository ppa:shutter/ppa
apt-get update
apt-get install shutter
Ubuntu 16.04
apt-get install shutter