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The VSLAM package in ROS (, is (a) unsupported (b) out of date and (c) very brittle, as most VSLAM systems are.

If you want to know how it works, read the code. If you're looking for a highly general VSLAM that will work on your system, for your data, we recommend you look elsewhere.