Road extraction from low-cost GNSS-device dense trajectories

Registro completo de metadados
MetadadosDescriçãoIdioma
Autor(es): dc.contributorUniversidade Estadual Paulista (UNESP)-
Autor(es): dc.creatorde Moura Morceli, Bruno-
Autor(es): dc.creatorPorfírio Dal Poz, Aluir-
Data de aceite: dc.date.accessioned2025-08-21T18:00:29Z-
Data de disponibilização: dc.date.available2025-08-21T18:00:29Z-
Data de envio: dc.date.issued2023-07-29-
Data de envio: dc.date.issued2023-07-29-
Data de envio: dc.date.issued2022-12-31-
Fonte completa do material: dc.identifierhttp://dx.doi.org/10.1080/17489725.2023.2216670-
Fonte completa do material: dc.identifierhttp://hdl.handle.net/11449/248933-
Fonte: dc.identifier.urihttp://educapes.capes.gov.br/handle/11449/248933-
Descrição: dc.descriptionThis paper proposes a method for road centerline extraction from dense Global Navigation Satellite System (GNSS) trajectories, collected by using low-cost GNSS-devices, i.e. smartphones. The proposed method basically consists in generating a frequency image by tracking the GNSS trajectories and then by applying the Steger line detector to the generated image to extract the road centerlines. The main motivation of using the Steger algorithm is its capability to detect lines with sub-pixel accuracy. To evaluate the obtained results, reference road centerlines are manually extracted from a georeferenced orthomosaic. The experiments performed demonstrate the high potential of applying the Steger line detector to frequency images, generated by using dense GPS (Global Positioning System) trajectories. The completeness and correctness values for the accomplished experiments were 98% and 99%, respectively. Additionally, the RMSE (Root Mean Square Error) ranged from 0.63 m to 2.39 m, or approximately 1/16 to 1/4 of the expected accuracy (about 10 m) of a point determined by the Single-Point Positioning (SPP) method, which is the GNSS positioning method usually employed by smartphones.-
Descrição: dc.descriptionDepartment of Cartography São Paulo State University (UNESP)-
Descrição: dc.descriptionDepartment of Cartography São Paulo State University (UNESP)-
Idioma: dc.languageen-
Relação: dc.relationJournal of Location Based Services-
???dc.source???: dc.sourceScopus-
Palavras-chave: dc.subjectGNSS trajectories-
Palavras-chave: dc.subjectroad centerline extraction-
Palavras-chave: dc.subjectSmartphones-
Palavras-chave: dc.subjectSteger line detector-
Título: dc.titleRoad extraction from low-cost GNSS-device dense trajectories-
Tipo de arquivo: dc.typelivro digital-
Aparece nas coleções:Repositório Institucional - Unesp

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