2011 · 45 citations · 14 references
ComputingComputer ScienceComputer VisionMachine LearningNatural Language ProcessingDocument AnalysisDocument Image AnalysisImage AnalysisInformation ExtractionPattern RecognitionRule-based RepresentationAutomated Document ProcessingDocument Layout AnalysisEquation RecognitionForm UnderstandingFormula RecognitionIntelligent Document ProcessingParsing Of Mathematical ExpressionsText Detection
Recognizing mathematical expressions in PDF documents is a new and important field in document analysis. It is quite different from extracting mathematical expressions in image-based documents. In this paper, we propose a novel method by combining rule-based and learning-based methods to detect both isolated and embedded mathematical expressions in PDF documents. Moreover, various features of formulas, including geometric layout, character and context content, are used to adapt to a wide range of formula types. Experimental results show satisfactory performance of the proposed method. Furthermore, the method has been successfully incorporated into a commercial software package for large-scale Chinese e-Book production.
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Chih-Chung Chang, Chih‐Jen Lin · ACM Transactions on Intelligent Systems and Technology · 2011 · 41.3K citations
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Vittorio Ferrari · Medical Entomology and Zoology · 2008 · 10.1K citations
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High Performance Document Layout Analysis
Thomas M. Breuel · 2003 · 77 citations