$ sudo apt-get update
$ sudo apt-get install doxygen 

doxygen is installed in your system.

Make ensure the doxygen package were installed using the commands given below,

$ sudo dpkg-query -l | grep doxygen *

You will get with doxygen package name, version, architecture and description in a table

doxygen package basic information: