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This paper presents an algorithm which can effectively constrain inertial navigation drift using monocular camera data. It is capable of operating in unknown and large scale environments and assumes no prior knowledge of the size, appearance or location of potential environmental features. Low cost inertial navigation units are found on most autonomous vehicles and a large number of smaller robots...
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