Show simple item record

dc.contributor.authorBlumenstein, Michaelen_US
dc.contributor.editorSimone Marinai and Hiromichi Fujisawaen_US
dc.date.accessioned2017-04-24T09:03:30Z
dc.date.available2017-04-24T09:03:30Z
dc.date.issued2008en_US
dc.date.modified2011-05-13T06:56:01Z
dc.identifier.isbn9783540762799en_US
dc.identifier.doi10.1007/978-3-540-76280-5_10en_AU
dc.identifier.urihttp://hdl.handle.net/10072/23529
dc.description.abstractThe segmentation of cursive and mixed scripts persists to be a difficult problem in the area of handwriting recognition. This research details advances for segmenting characters in off-line cursive script. Specifically, a heuristic algorithm and a neural network-based technique, which uses a structural feature vector representation, are proposed and combined for identifying incorrect segmentation points. Following the location of appropriate anchorage points, a character extraction technique, using segmentation paths, is employed to complete the segmentation process. Results are presented for neural-based heuristic segmentation, segmentation point validation, character recognition, segmentation path detection and overall segmentation accuracy.en_US
dc.description.peerreviewedYesen_US
dc.description.publicationstatusYesen_AU
dc.format.extent548751 bytes
dc.format.mimetypeapplication/pdf
dc.languageEnglishen_US
dc.language.isoen_AU
dc.publisherSpringer-Verlagen_US
dc.publisher.placeBerlin Heidelbergen_US
dc.publisher.urihttp://www.springerlink.com/en_AU
dc.relation.ispartofbooktitleMachine Learning in Document Analysis and Recognitionen_US
dc.relation.ispartofchapter10en_US
dc.relation.ispartofstudentpublicationNen_AU
dc.relation.ispartofpagefrom259en_US
dc.relation.ispartofpageto275en_US
dc.relation.ispartofeditionFirsten_US
dc.rights.retentionYen_AU
dc.subject.fieldofresearchPattern Recognition and Data Miningen_US
dc.subject.fieldofresearchcode080109en_US
dc.titleCursive Character Segmentation Using Neural Network Techniquesen_US
dc.typeBook chapteren_US
dc.type.descriptionB1 - Book Chapters (HERDC)en_US
dc.type.codeB - Book Chaptersen_US
gro.facultyGriffith Sciences, School of Information and Communication Technologyen_US
gro.date.issued2008
gro.hasfulltextFull Text


Files in this item

This item appears in the following Collection(s)

  • Book chapters
    Contains book chapters authored by Griffith authors.

Show simple item record