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Recent advances in visual SLAM have focused on improving estimation of sparse 3D points or patches that represent parts of surroundings. In order to establish an adequate scene understanding, inference of spatial relations among landmarks must be part of the SLAM processing. A novel Rao-Blackwilized PF-SLAM algorithm is proposed to utilize geometric relations of landmarks with respect to high level...
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