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Fusion of heterogenous multisensor data

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dc.contributor.authorSchulz, Karsten
dc.contributor.authorThiele, Antje
dc.contributor.authorThoennessen, Ulrich
dc.contributor.authorCadario, Erich
dc.contributor.editorHochberger, Christian
dc.contributor.editorLiskowsky, Rüdiger
dc.date.accessioned2019-06-12T12:32:27Z
dc.date.available2019-06-12T12:32:27Z
dc.date.issued2006
dc.description.abstractOne of the main future tasks in the field of reconnaissance and surveillance is the data fusion of heterogeneous systems. For this purpose, sensor data of airborne and spaceborne systems, which acquire the data from the same scene with different spatial and spectral coverage, are used. The employment of different sensors offcrs thc opportunity to take benefit of the specific sensor characteristic to detect and fuse complementary features of the same object. Examples are operational status by IR sensors or material properties provided by multispectral sensor data. The use of different sensors enables the exploitation and the extraction of information on different levels. A data fusion as well as a feature fusion may support a value adding to the reconnaissance chain, which is especially helpful for the interpretation of built up areas in urban terrain. A prerequisite of every data fusion is the registration. In the case of heterogeneous datasets of sensors with different imaging properties a rigorous orthorecitification is necessary. In this paper different examples are presented for a fusion of orthorectified multisensor data. Data fusion on pixel level and feature vector fusion are demonstrated using image data of IR, SAR, VIS and cadastral information.en
dc.identifier.isbn978-3-88579-187-4
dc.identifier.pissn1617-5468
dc.identifier.urihttps://dl.gi.de/handle/20.500.12116/23703
dc.language.isoen
dc.publisherGesellschaft für Informatik e.V.
dc.relation.ispartofINFORMATIK 2006 – Informatik für Menschen, Band 1
dc.relation.ispartofseriesLecture Notes in Informatics (LNI) - Proceedings, Volume P-93
dc.titleFusion of heterogenous multisensor dataen
dc.typeText/Conference Paper
gi.citation.endPage368
gi.citation.publisherPlaceBonn
gi.citation.startPage364
gi.conference.date2.-6. Oktober 2006
gi.conference.locationDresden
gi.conference.sessiontitleRegular Research Papers

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P093 - INFORMATIK 2006 - Informatik für Menschen - Band I