{"title":"Rank-Reducing Two-Dimensional Grammars for Document Layout Analysis","authors":"D. Prusa, Akio Fujiyoshi","doi":"10.1109/ICDAR.2017.185","DOIUrl":null,"url":null,"abstract":"We study the task of document layout analysis based on two-dimensional context-free grammars. We first identify a subclass of the grammars sufficient for a document structure description where productions follow a mechanism inducing regular languages in the case of one-dimensional productions. We then show that properties of such grammars can be conveniently utilized to implement a very fast top-down parser. Experimental results are reported for PDF documents, which are chosen as a test domain since we are motivated by a development of digital document access methods for people with disabilities in which a retrieval of structural information plays an important role.","PeriodicalId":433676,"journal":{"name":"2017 14th IAPR International Conference on Document Analysis and Recognition (ICDAR)","volume":"737 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2017-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"5","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2017 14th IAPR International Conference on Document Analysis and Recognition (ICDAR)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICDAR.2017.185","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 5
Abstract
We study the task of document layout analysis based on two-dimensional context-free grammars. We first identify a subclass of the grammars sufficient for a document structure description where productions follow a mechanism inducing regular languages in the case of one-dimensional productions. We then show that properties of such grammars can be conveniently utilized to implement a very fast top-down parser. Experimental results are reported for PDF documents, which are chosen as a test domain since we are motivated by a development of digital document access methods for people with disabilities in which a retrieval of structural information plays an important role.