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Topological segmentation of indoors/outdoors sequences of spherical views
Ist Teil von
2012 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2012, p.4288-4295
Ort / Verlag
IEEE
Erscheinungsjahr
2012
Quelle
IEEE Electronic Library (IEL)
Beschreibungen/Notizen
Topological navigation consists for a robot in navigating in a topological graph which nodes are topological places. Either for indoor or outdoor environments, segmentation into topological places is a challenging issue. In this paper, we propose a common approach for indoor and outdoor environment segmentation without elaborating a complete topological navigation system. The approach is novel in that environment sensing is performed using spherical images. Environment structure estimation is performed by a global structure descriptor specially adapted to the spherical representation. This descriptor is processed by a custom designed algorithm which detects change-points defining the segmentation between topological places.