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Estimation of the robot path and mapping of the surrounding environment are some of the most important tasks for a planetary exploration vehicle. Probabilistic SLAM algorithms fulfill these tasks improving the accuracy of the estimations the more and more the same landscape is observed. In this paper two algorithms based on stereo vision and monocular vision are compared on multiple datasets to prove...
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