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Sorry guys, took about 15 minutes after making this post to found the solution. There's a type of message: sensor_msgs/CameraInfo that contains the intrinsics matrix -> CameraInfo Knowing that, I saw that openni was publishing in /camera/depth_registered/camera_info those messages. You only need to perform a rostpic echo on these topic to get your camera parameters ;)