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Adding tf to find_package in CMakeLists.txt solved the problem. I had:

find_package(catkin REQUIRED COMPONENTS roscpp rospy std_msgs genmsg)

Should be:

find_package(catkin REQUIRED COMPONENTS roscpp rospy std_msgs genmsg tf)

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