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Multiple View Geometry in Remote Sensing: An Empirical Study Based on Pléiades Satellite Images

Perko, Roland and Schardt, Mathias and Piermattei, Livia and Auer, Stefan and Roth, Peter M. (2019) Multiple View Geometry in Remote Sensing: An Empirical Study Based on Pléiades Satellite Images. In: 2019 IEEE International Geoscience and Remote Sensing Symposium (IGARSS). IGARSS 2019, 28. Juli - 02. Aug. 2019, Yokohama.

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Official URL: https://www.igarss2019.org/Papers.asp

Abstract

In contrast to the fields of computer vision and photogrammetry, multiple view geometry has not been extensively exploited in the remote sensing domain so far. Therefore, an empirical study is conducted based on multi view Pléiades data that depicts a scene from multiple orbits and multiple incidence angles. First, an accuracy analysis of the 2D and 3D geo-location performance is elaborated showing that ground control points can be modelled with a root mean square residual error below 30 cm in East, North, and height. Second, digital surface models are reconstructed from all possible stereo pairs and are additionally fused in the multiple view geometry sense. It is shown that employing more data increases the accuracy of the digital surface model while reducing the amount of the nonreconstructed regions.

Item URL in elib:https://elib.dlr.de/128325/
Document Type:Conference or Workshop Item (Poster)
Title:Multiple View Geometry in Remote Sensing: An Empirical Study Based on Pléiades Satellite Images
Authors:
AuthorsInstitution or Email of AuthorsAuthors ORCID iD
Perko, RolandJoanneum ResearchUNSPECIFIED
Schardt, MathiasJoanneum ResearchUNSPECIFIED
Piermattei, LiviaTU ViennaUNSPECIFIED
Auer, StefanStefan.Auer (at) dlr.dehttps://orcid.org/0000-0001-9310-2337
Roth, Peter M.TU GrazUNSPECIFIED
Date:July 2019
Journal or Publication Title:2019 IEEE International Geoscience and Remote Sensing Symposium (IGARSS)
Refereed publication:Yes
Gold Open Access:No
In SCOPUS:No
In ISI Web of Science:No
Status:Accepted
Keywords:Multiple view geometry, digital surface model generation, Pléiades satellites, along and across track stereo.
Event Title:IGARSS 2019
Event Location:Yokohama
Event Type:international Conference
Event Dates:28. Juli - 02. Aug. 2019
Organizer:IEEE
HGF - Research field:Aeronautics, Space and Transport
HGF - Program:Space
HGF - Program Themes:Earth Observation
DLR - Research area:Raumfahrt
DLR - Program:R EO - Erdbeobachtung
DLR - Research theme (Project):R - Vorhaben hochauflösende Fernerkundungsverfahren
Location: Oberpfaffenhofen
Institutes and Institutions:Remote Sensing Technology Institute > Photogrammetry and Image Analysis
Deposited By: Auer, Dr. Stefan
Deposited On:12 Jul 2019 09:03
Last Modified:15 Jul 2019 15:31

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