Coal power plants which have much higher than normal CO2 concentrations in their smokestacks have looked into carbon capture and they can't pull it off without killing their power output.

Now, if we limit Fossil fuels to say Aircraft and Boats then we already solved the problem because their are a lot of natural and man made carbon sinks like your local dump. They are not enough simply because of the scale of fossil fuel usage.