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dc.contributor.authorMattana, Vincent
dc.contributor.authorDrevin, Günther
dc.contributor.authorRoux, Pierre
dc.identifier.citationMattana, V. et al. 2017. The creation of synthetic digital ground-truth images of historic cosmic ray data recordings. (In Lamiroy, B. & Lins, R., eds. Graphic recognition. Current trends and challenges). 11th International Workshop, GREC 2015, Nancy, France, August 22-23, 2015. Lecture notes in computer science, 9657:19-30. []en_US
dc.identifier.isbn978-3-319-52159-6 (Online)
dc.description.abstractThe aim of this paper is to develop a set of algorithms for the automated construction of synthetic digital ground truth images from historic cosmic ray recordings. These images can subsequently be used to test data extraction algorithms. This takes place in a larger research context of an effort to retrieve and digitize the data contained within more than 20 years (1934–1956) of historic cosmic ray data from around the world. The creation of synthetic ground truth images can logically be broken down into component tasks, which can be approached individually. These tasks include: binarization, segmentation, as well as generation of optical artefacts and distortions. The approach and details of the algorithm are describeden_US
dc.subjectImage processingen_US
dc.subjectCosmic raysen_US
dc.subjectDocument imagesen_US
dc.subjectLocal adaptive binarizationen_US
dc.subjectSoft decisionsen_US
dc.titleThe creation of synthetic digital ground-truth images of historic cosmic ray data recordingsen_US
dc.typeBook chapteren_US
dc.contributor.researchID10063374 - Drevin, Günther Richard
dc.contributor.researchID21128707 - Mattana, Vincent W.F.

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