dc.contributor.author | Tobing, Tabita | |
dc.contributor.author | Skrabánek, Pavel | |
dc.contributor.author | Yildirim-Yayilgan, Sule | |
dc.contributor.author | George, Sony | |
dc.contributor.author | Elgvin, Torleif | |
dc.date.accessioned | 2024-03-08T12:12:53Z | |
dc.date.available | 2024-03-08T12:12:53Z | |
dc.date.created | 2023-09-25T16:41:34Z | |
dc.date.issued | 2023 | |
dc.identifier.citation | Archiving Conference Volume: 20 | Article ID: 32 | en_US |
dc.identifier.issn | 2161-8798 | |
dc.identifier.uri | https://hdl.handle.net/11250/3121571 | |
dc.description.abstract | Handwriting significantly contributes to the task of the writer identification and verification of modern and historical documents. This work developed a writer verification system for ancient Hebrew square-script manuscripts, mainly based on the edge-direction feature. Two configurations within the proposed system are carried out, i.e., character-based edge-direction feature extraction and extraction techniques of handwriting shape representation that may drive the system performance. A classification-based verification approach, utilizing Support Vector Machine (SVM) as the classifier, is employed to evaluate the performance of the two configurations. This study has confirmed that the skeleton-based shape representation technique outperforms the edge detection technique used in the predecessor approach. Furthermore, a character-based writer verification system provides the corresponding scholars and experts with an alphabetical investigation to identify the uniqueness of each writer’s handwriting. | en_US |
dc.language.iso | eng | en_US |
dc.publisher | Society for Imaging Science and Technology | en_US |
dc.rights | Navngivelse 4.0 Internasjonal | * |
dc.rights.uri | http://creativecommons.org/licenses/by/4.0/deed.no | * |
dc.title | Character-based Writer Verification of Ancient Hebrew Square-script Manuscripts: On Edge-direction Feature | en_US |
dc.title.alternative | Character-based Writer Verification of Ancient Hebrew Square-script Manuscripts: On Edge-direction Feature | en_US |
dc.type | Journal article | en_US |
dc.description.version | publishedVersion | en_US |
dc.source.volume | 20 | en_US |
dc.source.journal | Archiving Conference | en_US |
dc.identifier.doi | 10.2352/issn.2168-3204.2023.20.1.32 | |
dc.identifier.cristin | 2178706 | |
cristin.ispublished | true | |
cristin.fulltext | original | |
cristin.qualitycode | 0 | |