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A new parameterization for point feature position using a spherical coordinate update is formulated which isolates system parameters dependent on global scale, allowing the shape parameters of the system to converge despite the scale remaining uncertain. Furthermore, an initialization scheme is proposed from which the optimization will converge accurately using only the measurements from the cameras at the first time step. The algorithm is implemented and verified in experiments with a camera cluster constructed using multiple perspective cameras mounted on a multirotor aerial vehicle and augmented with tracking markers to collect high-precision ground-truth motion measurements from an optical indoor positioning system. The accuracy and performance of the proposed pose estimation system are confirmed for various motion profiles in both indoor and challenging outdoor environments, despite no overlap in the camera fields-of-view.<\/jats:p>","DOI":"10.1177\/0278364915571429","type":"journal-article","created":{"date-parts":[[2015,4,23]],"date-time":"2015-04-23T21:22:39Z","timestamp":1429824159000},"page":"1480-1500","update-policy":"https:\/\/doi.org\/10.1177\/sage-journals-update-policy","source":"Crossref","is-referenced-by-count":40,"title":["Multi-camera parallel tracking and mapping with non-overlapping fields of view"],"prefix":"10.1177","volume":"34","author":[{"given":"Michael J.","family":"Tribou","sequence":"first","affiliation":[{"name":"Department of Mechanical and Mechatronics Engineering, University of Waterloo, Waterloo, ON, Canada"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Adam","family":"Harmat","sequence":"additional","affiliation":[{"name":"Department of Mechanical Engineering, McGill University, Montreal, QC, Canada"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"David W.L.","family":"Wang","sequence":"additional","affiliation":[{"name":"Department of Electrical and Computer Engineering, University of Waterloo, Waterloo, ON, Canada"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Inna","family":"Sharf","sequence":"additional","affiliation":[{"name":"Department of Mechanical Engineering, McGill University, Montreal, QC, Canada"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Steven L.","family":"Waslander","sequence":"additional","affiliation":[{"name":"Department of Mechanical and Mechatronics Engineering, University of Waterloo, Waterloo, ON, Canada"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"179","published-online":{"date-parts":[[2015,4,23]]},"reference":[{"key":"bibr1-0278364915571429","doi-asserted-by":"publisher","DOI":"10.1109\/IROS.2006.282313"},{"key":"bibr2-0278364915571429","doi-asserted-by":"publisher","DOI":"10.1109\/TRO.2008.2003276"},{"key":"bibr3-0278364915571429","doi-asserted-by":"publisher","DOI":"10.1109\/WACV.2008.4544011"},{"key":"bibr4-0278364915571429","first-page":"71","volume-title":"Proceedings of the flight mechanics\/estimation theory symposium","author":"Crassidis J","year":"1996"},{"key":"bibr5-0278364915571429","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2003.1238654"},{"key":"bibr6-0278364915571429","doi-asserted-by":"publisher","DOI":"10.1023\/A:1008177429387"},{"key":"bibr7-0278364915571429","doi-asserted-by":"publisher","DOI":"10.1109\/IROS.2012.6385934"},{"key":"bibr8-0278364915571429","doi-asserted-by":"publisher","DOI":"10.1002\/rob.20342"},{"key":"bibr9-0278364915571429","unstructured":"Furgale PT (2011) Extensions to the Visual Odomoetry Pipeline for the Exploration of Planetary Surfaces. 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