Multiple-model based verification of japanese road data

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dc.identifier.uri http://dx.doi.org/10.15488/1434
dc.identifier.uri http://www.repo.uni-hannover.de/handle/123456789/1459
dc.contributor.author Ziems, M.
dc.contributor.author Fujimura, H.
dc.contributor.author Heipke, Christian
dc.contributor.author Rottensteiner, Franz
dc.date.accessioned 2017-04-28T08:38:54Z
dc.date.available 2017-04-28T08:38:54Z
dc.date.issued 2010
dc.identifier.citation Ziems, M.; Fujimura, H.; Heipke, C.; Rottensteiner, F.: Multiple-model based verification of japanese road data. In: International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences - ISPRS Archives 38 (2010), S. 13-19.
dc.description.abstract This paper describes a semi-automatic system for road verification from high resolution orthophotos in an urban context. The system combines several road detection and road verification approaches from current literature to form a more general solution. Each road detection / verification approach is realized as an independent module representing a unique road model and thus a unique strategy. The object-wise verification result of each module is formulated as a binary decision between the classes "correct road" and "incorrect road". These individual decisions are combined by Dempster-Shafer fusion, which provides tools for dealing with uncertain and incomplete knowledge about the statistical properties of the data. For each road detection / verification module a function for confidence is introduced that reflects degree of correspondence of an actual test situation with an optimal situation according to the underlying road model of that module. Experimental results achieved with four different test sites in Japan demonstrate the potential and confirm the reliability of the new system. eng
dc.description.sponsorship Japanese Ministry of Education, Culture, Sports, Science and Technology (MEXT)
dc.description.sponsorship Japan Society for the Promotion of Science (JSPS)
dc.language.iso eng
dc.publisher London : International Society for Photogrammetry and Remote Sensing
dc.relation.ispartof Core Spatial Databases - Updating, Maintenance and Services - From Theory to Practice, March 15-17, 2010, Haifa, Israel
dc.relation.ispartofseries International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences - ISPRS Archives 38 (2010)
dc.rights CC BY 3.0 Unported
dc.rights.uri https://creativecommons.org/licenses/by/3.0/
dc.subject Classification eng
dc.subject Databases eng
dc.subject Modelling eng
dc.subject Orthoimage eng
dc.subject Quality eng
dc.subject Updating eng
dc.subject Classification (of information) eng
dc.subject Database systems eng
dc.subject Image quality eng
dc.subject Maintenance eng
dc.subject Models eng
dc.subject Transportation eng
dc.subject Dempster-Shafer fusion eng
dc.subject Incomplete knowledge eng
dc.subject Multiple-modeling eng
dc.subject Orthoimages eng
dc.subject Semi-automatic systems eng
dc.subject Statistical properties eng
dc.subject Updating eng
dc.subject Verification results eng
dc.subject Roads and streets eng
dc.subject.ddc 520 | Astronomie, Kartographie ger
dc.title Multiple-model based verification of japanese road data
dc.type article
dc.type conferenceObject
dc.type Text
dc.relation.issn 1682-1750
dc.bibliographicCitation.volume 38
dc.bibliographicCitation.firstPage 13
dc.bibliographicCitation.lastPage 19
dc.description.version publishedVersion
tib.accessRights frei zug�nglich


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