Please use this identifier to cite or link to this item: https://doi.org/10.1007/s10032-003-0111-2
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dc.titleExtraction of newspaper headlines from microfilm for automatic indexing
dc.contributor.authorTan, C.L.
dc.contributor.authorLiu, Q.H.
dc.date.accessioned2014-07-04T03:09:39Z
dc.date.available2014-07-04T03:09:39Z
dc.date.issued2003
dc.identifier.citationTan, C.L.,Liu, Q.H. (2003). Extraction of newspaper headlines from microfilm for automatic indexing. International Journal on Document Analysis and Recognition 6 (3) : 201-210. ScholarBank@NUS Repository. <a href="https://doi.org/10.1007/s10032-003-0111-2" target="_blank">https://doi.org/10.1007/s10032-003-0111-2</a>
dc.identifier.issn14332833
dc.identifier.urihttp://scholarbank.nus.edu.sg/handle/10635/77860
dc.description.abstractThis paper proposes a document image analysis system that extracts newspaper headlines from microfilm images with a view to providing automatic indexing for news articles in microfilm. A major challenge in achieving this is the poor image quality of microfilm as most images are usually inadequately illuminated and considerably dirty. To overcome the problem we propose a new effective method for separating characters from noisy background since conventional threshold selection techniques are inadequate to deal with this kind of image. A run length smoothing algorithm is then applied to the headline extraction. Experimental results confirm the validity of the approach. © Springer-Verlag 2004.
dc.description.urihttp://libproxy1.nus.edu.sg/login?url=http://dx.doi.org/10.1007/s10032-003-0111-2
dc.sourceScopus
dc.subjectHeadline extraction
dc.subjectHistogram transformation
dc.subjectNoise reduction
dc.subjectRun length smoothing
dc.typeArticle
dc.contributor.departmentCOMPUTER SCIENCE
dc.description.doi10.1007/s10032-003-0111-2
dc.description.sourcetitleInternational Journal on Document Analysis and Recognition
dc.description.volume6
dc.description.issue3
dc.description.page201-210
dc.identifier.isiutNOT_IN_WOS
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