Abstract: A method of localizing portable apparatus (200) obtains: a stored experience data set comprising a set of connected nodes; captured location representation data provided by at least one sensor associated with the portable apparatus, and a current pose estimate of the portable apparatus within the environment. The pose estimate is used to select a candidate set of the nodes that contain a potential match for the captured location representation data. The pose estimate is used to obtain a set of paths from path memory data, each said path comprising a set of said nodes previously traversed in the environment under similar environmental/visual conditions. The set of paths is used to refine the candidate set. The captured location representation data and the refined candidate set of nodes is compared in order to identify a current pose of the portable apparatus within the environment.

Abstract: A method of localising portable apparatus (200) obtains: a stored experience data set comprising a set of connected nodes; captured location representation data provided by at least one sensor associated with the portable apparatus, and a current pose estimate of the portable apparatus within the environment. The pose estimate is used to select a candidate set of the nodes that contain a potential match for the captured location representation data. The pose estimate is used to obtain a set of paths from path memory data, each said path comprising a set of said nodes previously traversed in the environment under similar environmental/visual conditions. The set of paths is used to refine the candidate set. The captured location representation data and the refined candidate set of nodes is compared in order to identify a current pose of the portable apparatus within the environment.

Abstract: Navigation data is generated by receiving (502) a new experience data set (321) relating to a new experience capture. At least one stored experience data set (320) relating to at least one previous experience capture is also received (504). An experience data set includes a set of nodes, with each node comprising a series of visual image frames taken over a series of time frames. A candidate set of said nodes is obtained (506) from the stored experience data set that potentially matches a said node in the new experience data set, and then a check (508) if performed to see if a node in the candidate set matches the node in the new experience data set. If the result of the checking is positive then data relating to the matched nodes is added (510) to a place data set useable for navigation, the place data set indicating that said nodes in different said experience data sets relate to a same place.

Abstract: Navigation data is generated by receiving (502) a new experience data set (321) relating to a new experience capture. At least one stored experience data set (320) relating to at least one previous experience capture is also received (504). An experience data set includes a set of nodes, with each node comprising a series of visual image frames taken over a series of time frames. A candidate set of said nodes is obtained (506) from the stored experience data set that potentially matches a said node in the new experience data set, and then a check (508) if performed to see if a node in the candidate set matches the node in the new experience data set. If the result of the checking is positive then data relating to the matched nodes is added (510) to a place data set useable for navigation, the place data set indicating that said nodes in different said experience data sets relate to a same place.