mycoreobjectrosdok_document_0000027949rosdok_document_0000027949rosdokdocumentrosdok_derivate_00002298602026-10-13T13:21:33.116Z2026-10-10T09:05:43.837ZeditorKEeditorKEpublished1rosdok_derivate_0000229860truetruederivate_types:fulltextVolltextfulltextwf_edit_epub wf_register_epubstate:publishedstate:publishedveröffentlichtpublishedrosdok_id00005818198618076XOau2026-10-102026-10-13T13:21:31ZrdaConverted from PICA to MODS using Pica2MODS XSLT Transformer 2.14-SNAPSHOT [SCM: "" "" ""] with mode 'DEFAULT'.WorkingpaperCITlab ARGUS for historical data tablesDescription of CITlab’s System for the ANWRESH-2014 Word Recognition TaskWe describe CITlab’s recognition system for the ANWRESH-2014 Competition attached to the 14. International Conference on Frontiers in Handwriting Recognition, ICFHR 2014. The task comprises word recognition from segmented historical documents. The core components of our system are based on multi-dimensional recurrent neural networks (MDRNN) and connectionist temporal classification (CTC). The software modules behind that as well as the basic utility technologies are essentially powered by PLANET’s ARGUS framework for intelligent text recognition and image processing.GundramLeifertVerfasserInautTobiasGrüning1986 -VerfasserInaut1181883350TobiasStrauß1984 -VerfasserInaut11362945540000-0002-5344-4188RogerLabahn1959 -VerfasserInaut1709996450000-0003-1901-9644https://purl.uni-rostock.de/rosdok/id00005818urn:nbn:de:gbv:28-rosdok_id00005818-110.18453/rosdok_id00005818510 MathematikMathematisch-Naturwissenschaftliche Fakultätalle Rechte vorbehaltenRechteinhaber Universität Rostockfrei zugänglich (Open Access)Lizenz Metadaten: CC0en1 Online-Ressource (7 Seiten)2014University of Rostock, Institute of MathematicsRostockmonographic20142026Universitätsbibliothek RostockRostock2026Universitätsbibliothek Rostockhttps://purl.uni-rostock.de/rosdok/id00005818Gundram Leifert, Tobias Grüning, Tobias Strauß, Roger Labahnrosdok_id000058161986139832Odvhttps://purl.uni-rostock.de/rosdok/id00005816Preprints aus dem Institut für Mathematik3255797-814/10014-0001doctype:epubdoctype:epubDokumenttypDocument typedoctype:epub.workingpaperdoctype:epub.workingpaperWorkingpaperworking paperdiniPublType:workingPaper diniPublType2022:WorkingPaperinfo:eu-repo/semantics/workingPaperdocumentdiniPublType2022:WorkingPaperdiniPublType2022:WorkingPaperArbeitspapierWorking paperKDSF (Pu37)SDNB:510SDNB:510510 Mathematik510 Mathematicsinstitution:unirostockinstitution:unirostockUniversität RostockUniversity of RostockUniversität RostockUniversität RostockUni.Rostockhttp://d-nb.info/gnd/38329-6institution:unirostock.mnfinstitution:unirostock.mnfMathematisch-Naturwissenschaftliche FakultätFaculty of Mathematics and Natural SciencesUniversität Rostock. Mathematisch-Naturwissenschaftliche FakultätMathematisch-Natur-<br />wissenschaftliche FakultätUni.Rostock.Fakultaet.MNFhttp://d-nb.info/gnd/2147083-2licenseinfo:worklicenseinfo:workWerkworklicenseinfo:work.rightsreservedlicenseinfo:work.rightsreservedalle Rechte vorbehaltenall rights reserved/creativecommons/r/reserved/0.9/88x31.png[DE-28]Urheberrechtsschutz 1.0$gRights Statements$uhttp://rightsstatements.org/vocab/InC/1.0/http://rightsstatements.org/vocab/InC/1.0/http://rightsstatements.org/vocab/InC/1.0/licenseinfo:depositlicenseinfo:depositVeröffentlichungsgenehmigungpermission to storelicenseinfo:deposit.rightsunirostocklicenseinfo:deposit.rightsunirostockRechteinhaber Universität Rostockrightsholder Rostock Universityaccesscondition:openaccessaccesscondition:openaccessfrei zugänglich (Open Access)open accesshttp://purl.org/coar/access_right/c_abf2OAfreeinfo:eu-repo/semantics/openAccess[DE-28]Open Access$gControlled Vocabulary for Access Rights$uhttp://purl.org/coar/access_right/c_abf2licenseinfo:metadatalicenseinfo:metadataLizenzen für Metadatenlicenseinfo:metadata.cc0licenseinfo:metadata.cc0Lizenz Metadaten: CC0license metadata: CC0/creativecommons/p/zero/1.0/88x31.pnghttps://creativecommons.org/publicdomain/zero/1.0/rfc5646:enrfc5646:enEnglischEnglishengengCITlab ARGUS for historical data tablesDescription of CITlab’s System for the ANWRESH-2014 Word Recognition TaskCITlab ARGUS for historical data tablesDescription of CITlab’s System for the ANWRESH-2014 Word Recognition Taskgnd:1181883350gnd:1136294554orcid:0000-0002-5344-4188gnd:170999645orcid:0000-0003-1901-9644gnd:1181883350gnd:1136294554orcid:0000-0002-5344-4188gnd:170999645orcid:0000-0003-1901-9644rosdok_document_0000027949-d3752489e50Gundram LeifertGundram Leifertrosdok_document_0000027949-d3752489e60gnd:1181883350Tobias GrüningTobias Grüningrosdok_document_0000027949-d3752489e74gnd:1136294554orcid:0000-0002-5344-4188Tobias StraußTobias Straußrosdok_document_0000027949-d3752489e90gnd:170999645orcid:0000-0003-1901-9644Roger LabahnRoger LabahnGundram LeifertTobias GrüningTobias StraußRoger LabahnGundram LeifertTobias GrüningTobias StraußRoger LabahnGundram LeifertTobias GrüningTobias StraußRoger LabahnRostockUniversity of Rostock, Institute of Mathematicsepub.workingpaperhttps://purl.uni-rostock.de/rosdok/id00005818urn:nbn:de:gbv:28-rosdok_id00005818-110.18453/rosdok_id00005818We describe CITlab’s recognition system for the ANWRESH-2014 Competition attached to the 14. International Conference on Frontiers in Handwriting Recognition, ICFHR 2014. The task comprises word recognition from segmented historical documents. The core components of our system are based on multi-dimensional recurrent neural networks (MDRNN) and connectionist temporal classification (CTC). The software modules behind that as well as the basic utility technologies are essentially powered by PLANET’s ARGUS framework for intelligent text recognition and image processing.20142014Preprints aus dem Institut für Mathematikrosdok_id000058161986139832Odvhttps://purl.uni-rostock.de/rosdok/id00005816Preprints aus dem Institut für Mathematik3255797-814/10014-0001https://purl.uni-rostock.de/rosdok/id000058163255797-8Gundram Leifert, Tobias Grüning, Tobias Strauß, Roger Labahnepub.workingpaper1 Leifert_CITlab_2014.pdf 156730 a74f728084ba417d522037033300c3da rosdok_id00005818198618076XOau2026-10-102026-10-13T13:21:31ZrdaConverted from PICA to MODS using Pica2MODS XSLT Transformer 2.14-SNAPSHOT [SCM: "" "" ""] with mode 'DEFAULT'.WorkingpaperCITlab ARGUS for historical data tablesDescription of CITlab’s System for the ANWRESH-2014 Word Recognition TaskWe describe CITlab’s recognition system for the ANWRESH-2014 Competition attached to the 14. International Conference on Frontiers in Handwriting Recognition, ICFHR 2014. The task comprises word recognition from segmented historical documents. The core components of our system are based on multi-dimensional recurrent neural networks (MDRNN) and connectionist temporal classification (CTC). The software modules behind that as well as the basic utility technologies are essentially powered by PLANET’s ARGUS framework for intelligent text recognition and image processing.GundramLeifertVerfasserInautTobiasGrüning1986 -VerfasserInaut1181883350TobiasStrauß1984 -VerfasserInaut11362945540000-0002-5344-4188RogerLabahn1959 -VerfasserInaut1709996450000-0003-1901-9644https://purl.uni-rostock.de/rosdok/id00005818urn:nbn:de:gbv:28-rosdok_id00005818-110.18453/rosdok_id00005818510 MathematikMathematisch-Naturwissenschaftliche Fakultätalle Rechte vorbehaltenRechteinhaber Universität Rostockfrei zugänglich (Open Access)Lizenz Metadaten: CC0en1 Online-Ressource (7 Seiten)2014University of Rostock, Institute of MathematicsRostockmonographic20142026Universitätsbibliothek RostockRostock2026Universitätsbibliothek Rostockhttps://purl.uni-rostock.de/rosdok/id00005818Gundram Leifert, Tobias Grüning, Tobias Strauß, Roger Labahnrosdok_id000058161986139832Odvhttps://purl.uni-rostock.de/rosdok/id00005816Preprints aus dem Institut für Mathematik3255797-814/10014-0001 2026-10-10T09:05:43.837Z 2026-10-13T13:21:33.116Z 2026-10-23T13:21:33.126Z editorKE {"identifier":"rosdok/id00005818","type":"local_id","additional":"","service":"MCRLocalID","created":"2026-10-10T09:05:43.882Z"} {"identifier":"urn:nbn:de:gbv:28-rosdok_id00005818-1","type":"dnbUrn","additional":"","service":"RosDokURN","created":"2026-10-10T09:05:43.910Z"} {"identifier":"https://purl.uni-rostock.de/rosdok/id00005818","type":"purl","additional":"","service":"RosDokPURL","created":"2026-10-10T09:05:43.915Z","registrationStarted":"2026-10-10T09:14:20.949Z"} {"identifier":"10.18453/rosdok_id00005818","type":"doi","additional":"","service":"RosDokDOI","created":"2026-10-10T09:05:43.921Z","registrationStarted":"2026-10-10T09:14:20.660Z","registered":"2026-10-10T09:14:22.568Z"} editorKEfulltextfile/rosdok_document_0000027949/rosdok_derivate_0000229860/Leifert_CITlab_2014.pdfCITlab ARGUS for historical data tablesDescription of CITlab’s System for the ANWRESH-2014 Word Recognition TaskCITlab ARGUS for historical data tablesDescription of CITlab’s System for the ANWRESH-2014 Word Recognition Taskgnd:1181883350gnd:1136294554orcid:0000-0002-5344-4188gnd:170999645orcid:0000-0003-1901-9644gnd:1181883350gnd:1136294554orcid:0000-0002-5344-4188gnd:170999645orcid:0000-0003-1901-9644rosdok_document_0000027949-d3752489e50Gundram LeifertGundram Leifertrosdok_document_0000027949-d3752489e60gnd:1181883350Tobias GrüningTobias Grüningrosdok_document_0000027949-d3752489e74gnd:1136294554orcid:0000-0002-5344-4188Tobias StraußTobias Straußrosdok_document_0000027949-d3752489e90gnd:170999645orcid:0000-0003-1901-9644Roger LabahnRoger LabahnGundram LeifertTobias GrüningTobias StraußRoger LabahnGundram LeifertTobias GrüningTobias StraußRoger LabahnGundram LeifertTobias GrüningTobias StraußRoger LabahnRostockUniversity of Rostock, Institute of Mathematicsepub.workingpaperhttps://purl.uni-rostock.de/rosdok/id00005818urn:nbn:de:gbv:28-rosdok_id00005818-110.18453/rosdok_id00005818We describe CITlab’s recognition system for the ANWRESH-2014 Competition attached to the 14. International Conference on Frontiers in Handwriting Recognition, ICFHR 2014. The task comprises word recognition from segmented historical documents. The core components of our system are based on multi-dimensional recurrent neural networks (MDRNN) and connectionist temporal classification (CTC). The software modules behind that as well as the basic utility technologies are essentially powered by PLANET’s ARGUS framework for intelligent text recognition and image processing.20142014Preprints aus dem Institut für Mathematikrosdok_id000058161986139832Odvhttps://purl.uni-rostock.de/rosdok/id00005816Preprints aus dem Institut für Mathematik3255797-814/10014-0001https://purl.uni-rostock.de/rosdok/id000058163255797-8Gundram Leifert, Tobias Grüning, Tobias Strauß, Roger Labahn[xslt]Saxonrosdok_id00005818https://purl.uni-rostock.de/rosdok/id00005818198618076X10.18453/rosdok_id00005818urn:nbn:de:gbv:28-rosdok_id00005818-1Gundram Leifert, Tobias Grüning, Tobias Strauß, Roger LabahnLeifert Gundram, Grüning Tobias, Strauß Tobias, Labahn RogerCITlab ARGUS for historical data tables : Description of CITlab’s System for the ANWRESH-2014 Word Recognition TaskWorkingpaperworking paperUniversity of Rostock, Institute of Mathematics, 2014We describe CITlab’s recognition system for the ANWRESH-2014 Competition attached to the 14. International Conference on Frontiers in Handwriting Recognition, ICFHR 2014. The task comprises word recognition from segmented historical documents. The core components of our system are based on…rosdok_id000058160014-000114/1Gundram LeifertTobias GrüningTobias StraußRoger LabahnCITlab ARGUS for historical data tablesDescription of CITlab’s System for the ANWRESH-2014 Word Recognition TaskPreprints aus dem Institut für MathematikUniversitätsbibliothek Rostockhttps://purl.uni-rostock.de/rosdok/id00005818GundramLeifertVerfasserInautTobiasGrüning1986 -VerfasserInaut1181883350TobiasStrauß1984 -VerfasserInaut11362945540000-0002-5344-4188RogerLabahn1959 -VerfasserInaut1709996450000-0003-1901-9644[purl]https://purl.uni-rostock.de/rosdok/id00005818[urn]urn:nbn:de:gbv:28-rosdok_id00005818-1[doi]10.18453/rosdok_id00005818open_access20142014epoch:21th_centuryrfc5646:endoctype:epub.workingpaperaccesscondition:openaccessSDNB:510institution:unirostock.mnfstate:published