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How to filter camera noise

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I have read this page: http://wiki.ros.org/cob_3d_mapping_filters And I wanted to ask if it is useful for me. I am using a pico flexx. And it publishes pointcloud2 data. My intention is to remove the noise from the camera. And I am not sure which node to start, because there are a few.

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