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Ok, I think I might have found an answer so:

The problem lies in the use of the ros::Subscriber.

To get both the image and the camera_info simultaneously (and synchronized), use image_transport CameraSubscriber instead.

image_transport::CameraSubscriber sub = it.subscribeCamera("camera/rgb/image", 1, &imageCb);

The callback function can be left as-is.

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