{"title":"在页面分类分类中使用树状语法进行训练集扩展","authors":"Stefano Baldi, S. Marinai, G. Soda","doi":"10.1109/ICDAR.2003.1227778","DOIUrl":null,"url":null,"abstract":"In this paper we describe a method for the expansionof training sets made by XY trees representing page layout.This approach is appropriate when dealing with page classificationbased on MXY tree page representations. The basicidea is the use of tree grammars to model the variationsin the tree which are caused by segmentation algorithms.A set of general grammatical rules are defined and used toexpand the training set. Pages are classified with a k - nnapproach where the distance between pages is computed bymeans of tree-edit distance.","PeriodicalId":249193,"journal":{"name":"Seventh International Conference on Document Analysis and Recognition, 2003. Proceedings.","volume":"72 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2003-08-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"24","resultStr":"{\"title\":\"Using tree-grammars for training set expansion in page classi .cation\",\"authors\":\"Stefano Baldi, S. Marinai, G. Soda\",\"doi\":\"10.1109/ICDAR.2003.1227778\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"In this paper we describe a method for the expansionof training sets made by XY trees representing page layout.This approach is appropriate when dealing with page classificationbased on MXY tree page representations. The basicidea is the use of tree grammars to model the variationsin the tree which are caused by segmentation algorithms.A set of general grammatical rules are defined and used toexpand the training set. Pages are classified with a k - nnapproach where the distance between pages is computed bymeans of tree-edit distance.\",\"PeriodicalId\":249193,\"journal\":{\"name\":\"Seventh International Conference on Document Analysis and Recognition, 2003. Proceedings.\",\"volume\":\"72 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2003-08-03\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"24\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Seventh International Conference on Document Analysis and Recognition, 2003. Proceedings.\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICDAR.2003.1227778\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Seventh International Conference on Document Analysis and Recognition, 2003. Proceedings.","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICDAR.2003.1227778","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Using tree-grammars for training set expansion in page classi .cation
In this paper we describe a method for the expansionof training sets made by XY trees representing page layout.This approach is appropriate when dealing with page classificationbased on MXY tree page representations. The basicidea is the use of tree grammars to model the variationsin the tree which are caused by segmentation algorithms.A set of general grammatical rules are defined and used toexpand the training set. Pages are classified with a k - nnapproach where the distance between pages is computed bymeans of tree-edit distance.