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Page Segmentation of Structured Documents Using 2D Stochastic Context-Free Grammars

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Page Segmentation of Structured Documents Using 2D Stochastic Context-Free Grammars

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Álvaro Muñoz, F.; Cruz Fernández, F.; Sánchez Peiró, JA.; Ramos Terrades, O.; Benedí Ruiz, JM. (2013). Page Segmentation of Structured Documents Using 2D Stochastic Context-Free Grammars. En Pattern Recognition and Image Analysis. Springer. 133-140. https://doi.org/10.1007/978-3-642-38628-2_15

Por favor, use este identificador para citar o enlazar este ítem: http://hdl.handle.net/10251/71363

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Metadatos del ítem

Título: Page Segmentation of Structured Documents Using 2D Stochastic Context-Free Grammars
Autor: Álvaro Muñoz, Francisco Cruz Fernández, Francisco Sánchez Peiró, Joan Andreu Ramos Terrades, Oriol Benedí Ruiz, José Miguel
Entidad UPV: Universitat Politècnica de València. Departamento de Sistemas Informáticos y Computación - Departament de Sistemes Informàtics i Computació
Universitat Politècnica de València. Escola Tècnica Superior d'Enginyeria Informàtica
Fecha difusión:
Resumen:
n this paper we define a bidimensional extension of Stochastic Context-Free Grammars for page segmentation of structured documents. Two sets of text classification features are used to perform an initial classification of ...[+]
Palabras clave: Document segmentation , Stochastic context-free grammars , Text classification features
Derechos de uso: Reserva de todos los derechos
ISBN: 978-3-642-38627-5
Fuente:
Pattern Recognition and Image Analysis. (issn: 0302-9743 )
DOI: 10.1007/978-3-642-38628-2_15
Editorial:
Springer
Versión del editor: http://link.springer.com/chapter/10.1007/978-3-642-38628-2_15
Título del congreso: 6th Iberian Conference on Pattern Recognition and Image Analysis (IbPRIA 2013)
Lugar del congreso: Funchal, Madeira, Portugal
Fecha congreso: June 5-7, 2013
Serie: Lecture Notes in Computer Science;7887
Código del Proyecto:
info:eu-repo/grantAgreement/EC/FP7/600707/EU/tranScriptorium/
...[+]
info:eu-repo/grantAgreement/EC/FP7/600707/EU/tranScriptorium/
info:eu-repo/grantAgreement/MINECO//TIN2012-37475-C02-01/ES/SEARCH IN TRANSCRIBED MANUSCRIPTS AND DOCUMENT AUGMENTATION/
info:eu-repo/grantAgreement/MICINN//TIN2009-14633-C03-03/ES/Extraccion De Conocimiento De Imagenes De Documentos Con Contenidos Heterogeneos/
info:eu-repo/grantAgreement/MICINN//TIN2009-14633-C03-01/ES/Multimodal Interaction For Text Transcription With Adaptive Learning/
info:eu-repo/grantAgreement/ME//AP2009-4363/ES/AP2009-4363/
info:eu-repo/grantAgreement/GV//Prometeo-2009/014/
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Descripción: The final publication is available at Springer via http://dx.doi.org/10.1007/978-3-642-38628-2_15
Agradecimientos:
Work partially supported by the Spanish MEC under the STraDA research project (TIN2012-37475-C02-01), the MITTRAL (TIN2009- 14633-C03-01) project, the Spanish projects TIN2009-14633-C03-01/03 and 2010- CONES-00029, the ...[+]
Tipo: Capítulo de libro Comunicación en congreso

References

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Álvaro, F., Sánchez, J.A., Benedí, J.M.: Recognition of on-line handwritten mathematical expressions using 2d stochastic context-free grammars and hidden markov models. Pattern Recognition Letters (2012)

An, C., Bird, H.S., Xiu, P.: Iterated document content classification. In: Proc. of ICDAR, Brazil, vol. 1, pp. 252–256 (2007)

Antonacopoulos, A., Clausner, C., Papadopoulos, C., Pletschacher, S.: Historical document layout analysis competition. In: Proc. of ICDAR, pp. 1516–1520 (2011)

Bulacu, M., Koert, R., Schomaker, L., Zant, T.: Layout analysis of handwritten historical documents for searching the archive of the cabinet of the dutch queen. In: Proc. of ICDAR, Brazil, vol. 1, pp. 23–26 (2007)

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Cruz, F., Ramos Terrades, O.: Document segmentation using relative location features. In: Proc. of ICPR, Japan, pp. 1562–1565 (2012)

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Gould, S., Rodgers, J., Cohen, D., Elidan, G., Koller, D.: Multi-class segmentation with relative location prior. Int. Journal of Computer Vision 80(3), 300–316 (2008)

Handley, J.C., Namboodiri, A.M., Zanibbi, R.: Document understanding system using stochastic context-free grammars. In: Proc. of ICDAR, vol. 1, pp. 511–515 (2005)

Jain, A.K., Namboodiri, A.M., Subrahmonia, J.: Structure in online documents. In: Proc. of ICDAR, vol. 1, pp. 844–848 (2001)

Lafferty, J., McCallum, A., Pereira, F.: Conditional random fields: Probabilistic models for segmenting and labeling sequence data. In: Proc. of ICML, USA, pp. 282–289 (2001)

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