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Multimodal Computer-Assisted Transcription of Text Images at Character-Level Interaction

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Multimodal Computer-Assisted Transcription of Text Images at Character-Level Interaction

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Martín-Albo Simón, D.; Romero Gómez, V.; Toselli, AH.; Vidal Ruiz, E. (2012). Multimodal Computer-Assisted Transcription of Text Images at Character-Level Interaction. International Journal of Pattern Recognition and Artificial Intelligence. 26(5):1263003-1-1263003-19. https://doi.org/10.1142/S0218001412630037

Por favor, use este identificador para citar o enlazar este ítem: http://hdl.handle.net/10251/39658

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Title: Multimodal Computer-Assisted Transcription of Text Images at Character-Level Interaction
Author: Martín-Albo Simón, Daniel Romero Gómez, Verónica Toselli, Alejandro Héctor Vidal Ruiz, Enrique
UPV Unit: Universitat Politècnica de València. Departamento de Sistemas Informáticos y Computación - Departament de Sistemes Informàtics i Computació
Universitat Politècnica de València. Instituto Universitario Mixto Tecnológico de Informática - Institut Universitari Mixt Tecnològic d'Informàtica
Issued date:
Abstract:
Currently, automatic handwriting recognition systems are ineffectual in unconstrained handwriting documents. Therefore, to obtain perfect transcriptions, heavy human intervention is required to validate and correct the ...[+]
Subjects: Multimodal interactive pattern recognition , Computer assisted transcription , Handwritten text recognition , Character-level interaction.
Copyrigths: Cerrado
Source:
International Journal of Pattern Recognition and Artificial Intelligence. (issn: 0218-0014 )
DOI: 10.1142/S0218001412630037
Publisher:
World Scientific Publishing
Publisher version: http://dx.doi.org/10.1142/S0218001412630037
Project ID:
info:eu-repo/grantAgreement/MICINN//TIN2009-14633-C03-01/ES/Multimodal Interaction For Text Transcription With Adaptive Learning/
...[+]
info:eu-repo/grantAgreement/MICINN//TIN2009-14633-C03-01/ES/Multimodal Interaction For Text Transcription With Adaptive Learning/
Spanish MITyC [TSI-020110-2009-439]
info:eu-repo/grantAgreement/ME//AP2010-0575/ES/AP2010-0575/
Generalitat Valenciana [Prometeo/2009/014]
Universitat Politecnica de Valencia under "Programa de Apoyo a la Investigacion y Desarrollo" [PAID-05-11]
info:eu-repo/grantAgreement/MEC//CSD2007-00018/ES/Multimodal Intraction in Pattern Recognition and Computer Visionm/
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Thanks:
Work supported by the Spanish Government (MICINN and "Plan E") under the MITTRAL (TIN2009-14633-C03-01) research project and under the research programme Consolider Ingenio 2010: MIPRCV (CSD2007-00018), by the Spanish MITyC ...[+]
Type: Artículo

References

Civera, J., Vilar, J. M., Cubel, E., Lagarda, A. L., Barrachina, S., Casacuberta, F., … González, J. (2004). A Syntactic Pattern Recognition Approach to Computer Assisted Translation. Structural, Syntactic, and Statistical Pattern Recognition, 207-215. doi:10.1007/978-3-540-27868-9_21

MARTI, U.-V., & BUNKE, H. (2001). USING A STATISTICAL LANGUAGE MODEL TO IMPROVE THE PERFORMANCE OF AN HMM-BASED CURSIVE HANDWRITING RECOGNITION SYSTEM. International Journal of Pattern Recognition and Artificial Intelligence, 15(01), 65-90. doi:10.1142/s0218001401000848

Rabiner, L. R. (1989). A tutorial on hidden Markov models and selected applications in speech recognition. Proceedings of the IEEE, 77(2), 257-286. doi:10.1109/5.18626 [+]
Civera, J., Vilar, J. M., Cubel, E., Lagarda, A. L., Barrachina, S., Casacuberta, F., … González, J. (2004). A Syntactic Pattern Recognition Approach to Computer Assisted Translation. Structural, Syntactic, and Statistical Pattern Recognition, 207-215. doi:10.1007/978-3-540-27868-9_21

MARTI, U.-V., & BUNKE, H. (2001). USING A STATISTICAL LANGUAGE MODEL TO IMPROVE THE PERFORMANCE OF AN HMM-BASED CURSIVE HANDWRITING RECOGNITION SYSTEM. International Journal of Pattern Recognition and Artificial Intelligence, 15(01), 65-90. doi:10.1142/s0218001401000848

Rabiner, L. R. (1989). A tutorial on hidden Markov models and selected applications in speech recognition. Proceedings of the IEEE, 77(2), 257-286. doi:10.1109/5.18626

TOSELLI, A. H., JUAN, A., GONZÁLEZ, J., SALVADOR, I., VIDAL, E., CASACUBERTA, F., … NEY, H. (2004). INTEGRATED HANDWRITING RECOGNITION AND INTERPRETATION USING FINITE-STATE MODELS. International Journal of Pattern Recognition and Artificial Intelligence, 18(04), 519-539. doi:10.1142/s0218001404003344

Toselli, A. H., Romero, V., Pastor, M., & Vidal, E. (2010). Multimodal interactive transcription of text images. Pattern Recognition, 43(5), 1814-1825. doi:10.1016/j.patcog.2009.11.019

Zimmermann, M., Chappelier, J.-C., & Bunke, H. (2006). Offline grammar-based recognition of handwritten sentences. IEEE Transactions on Pattern Analysis and Machine Intelligence, 28(5), 818-821. doi:10.1109/tpami.2006.103

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