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After having looked at it for a while, I came to the conclusion that yes, the robot is more or less centered in the costmap, but I believe the obstacles are being published with reference to the global frame, which explains why they do not move when my robot does. I eventually settled on upgrading my ROS to Hydro. Then, I subscribe to local_costmap/costmap, which gives me the costmap origin and resolution.