G. Nagy, J. Kanai, M. Krishnamoorthy, Mathews Thomas, M. Viswanathan
{"title":"Two complementary techniques for digitized document analysis","authors":"G. Nagy, J. Kanai, M. Krishnamoorthy, Mathews Thomas, M. Viswanathan","doi":"10.1145/62506.62539","DOIUrl":null,"url":null,"abstract":"Two complementary methods are proposed for characterizing the spatial structure of digitized technical documents and labelling various logical components without using optical character recognition. The top-down method segments and labels the page image simultaneously using publication-specific information in the form of a page-grammar. The bottom-up method naively segments the document into rectangles that contain individual connected components, combines blocks using knowledge about generic layout objects, and identifies logical objects using publication-specific knowledge. Both methods are based on the X-Y tree representation of a page image. The procedures are demonstrated on scanned and synthesized bit-maps of the title pages of technical articles.","PeriodicalId":357486,"journal":{"name":"Proceedings of the ACM conference on Document processing systems","volume":"173 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2000-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"44","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the ACM conference on Document processing systems","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/62506.62539","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 44
Abstract
Two complementary methods are proposed for characterizing the spatial structure of digitized technical documents and labelling various logical components without using optical character recognition. The top-down method segments and labels the page image simultaneously using publication-specific information in the form of a page-grammar. The bottom-up method naively segments the document into rectangles that contain individual connected components, combines blocks using knowledge about generic layout objects, and identifies logical objects using publication-specific knowledge. Both methods are based on the X-Y tree representation of a page image. The procedures are demonstrated on scanned and synthesized bit-maps of the title pages of technical articles.