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The easiest way I found was using "image_saver" tool of "image_view" package through the terminal. More details can be found at : http://wiki.ros.org/image_view.
example: Play the *.bag file and use "rosrun image_view image_saver image:=[your topic]"
similarly "video_recorder" tool can be used for extracting video.