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For my case when starting to learn image processing with ROS, I use gscam package to get image from camera. CV Bridge package to transfer from ROS standard image to OpenCV standard image. When you image is presented at OpenCV standard, you are able to use available functions in OpenCV for image processing.
Good luck!