Sign language to speech conversion

Authors

  • Jorge Alberto del Carpio Salinas Facultad de Ingeniería Eléctrica y Electrónica, Universidad Nacional de Ingeniería. Lima, Perú https://orcid.org/0000-0002-2687-4764
  • Amilcar Mescco Mizarcs Facultad de Ingeniería Eléctrica y Electrónica, Universidad Nacional de Ingeniería. Lima, Perú

DOI:

https://doi.org/10.21754/tecnia.v17i1.377

Keywords:

sign language

Abstract

This work uses the image processing methods and neural network to classify the sign language patterns, a set of function had been implemented in Matlab to achieve our goal. Our vocabulary of sign language are composed of 24 letters belong to the alphabet, this work considers only those gestures without movement, our hardware are a digital camera and a PC.

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References

[1] Forsyth, D. A., Ponce, J., "Computer Vision a Modern Approach, Editorial Prentice Hall, 2003.

[2] Jain, A.K., “Fundamentals of Digital Image Processing", Editorial Prentice Hall, 1989.

[3] Gonzáles, R., Wood, R., "Tratamiento Digital de Imágenes", Editorial Wesley, 1992.

[4] Bhuiyan, A., Ampornaramveth, V., Ueno, H., "Detection and Facial Feature Localization for Human-machine interface". 2003, http://www.nii.ac.jp/hrd/HTML/Journal/pdf/05/05-03.pdf.

[5] Demuth, H., Beale, M., "Image Processing Toolbox for Use with MATLAB® User's Guide", Versión 3, 2002.

[6] Domingo, M."Visión Artificial" Departamento de Ingeniería Informática Universidad de Santiago de Chile, 2003, http://www2.ing.puc.cl/-dmery/vision/guial 2003.pdf.

[7] Martín, F., "Transformadas de Imagen" Universidad de Vigo. http://www.gts.tsc.uvigo.es/pi/Transformadas.pdf.

[8] Demuth, H., Beale, M., "Neural Network Toolbox for Use with MATLAB®", versión 4. 2004.

[9] Freeman, J., Skapura, D.,"Redes Neuronales Aplicaciones y Técnicas de Programación", Editorial Addison-Wesley, 1991.

[10] Lagunas, M. A., dimensiones", 2003. www.cttc.es/docs/Cap VI.pdf.

[11] "Chinese, Y., Chen, Sign Language Recognition and Synthesis", Institute of Computing Technology Chinese Academy of Sciences, 2003. http://brigade.umiacs.umd.edu/iccv2003/yqch

en demo.pdf.

[12] http://www.fotodigital.tk/Tecnologia.html.

[13] The MathWorks, "Creating Graphical User Interfaces", Version 7, 2004.

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Published

2007-06-01

How to Cite

[1]
J. A. del Carpio Salinas and A. Mescco Mizarcs, “Sign language to speech conversion”, TEC, vol. 17, no. 1, pp. 5–11, Jun. 2007.

Issue

Vol. 17 No. 1 (2007)

Section

Articles

License

Copyright (c) 2007 TECNIA

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Articles published by TECNIA can be shared under the international Creative Commons license: CC BY 4.0. Permissions beyond this scope can be inquired via email at tecnia@uni.edu.pe.

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