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Georeferenced Point Clouds: A Survey of Features and Point Cloud Management

1
Department of Geodesy and Geoinformation, Vienna University of Technology, Gußhaustraße 27–29, Vienna 1040, Austria
2
Institute for Statistics and Mathematics, WU Vienna University of Economics and Business, Welthandelsplatz 1, Vienna 1020, Austria
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Author to whom correspondence should be addressed.
ISPRS Int. J. Geo-Inf. 2013, 2(4), 1038-1065; https://doi.org/10.3390/ijgi2041038
Received: 25 August 2013 / Revised: 11 October 2013 / Accepted: 14 October 2013 / Published: 25 October 2013
This paper presents a survey of georeferenced point clouds. Concentration is, on the one hand, put on features, which originate in the measurement process themselves, and features derived by processing the point cloud. On the other hand, approaches for the processing of georeferenced point clouds are reviewed. This includes the data structures, but also spatial processing concepts. We suggest a categorization of features into levels that reflect the amount of processing. Point clouds are found across many disciplines, which is reflected in the versatility of the literature suggesting specific features. View Full-Text
Keywords: point feature review; feature categorization; neighborhood definition; spatial data structures; processing concepts point feature review; feature categorization; neighborhood definition; spatial data structures; processing concepts
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Otepka, J.; Ghuffar, S.; Waldhauser, C.; Hochreiter, R.; Pfeifer, N. Georeferenced Point Clouds: A Survey of Features and Point Cloud Management. ISPRS Int. J. Geo-Inf. 2013, 2, 1038-1065.

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