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You should be able to use any third party library. For example the gazebo_ros plugins are plugins to Gazebo that use ROS libraries.

Can you create a simple standalone application that links against opencv and also executes?

You can also check your LD_LIBRARY_PATH environment variable, which should contain the path to the opencv library.