Hand movement recognition for Brazilian Sign Language: A study Using distance-based neural networks

Proceedings of the International Joint Conference on Neural Networks

Volumn , Issue , 2009, Pages 697-704

  Dias, Daniel B ^a   Madeo, Renata C B ^a   Rocha, Thiago ^a   Bíscaro, Helton H ^a   Peres, Sarajane M ^a  

^a UNIVERSITY OF SÃO PAULO   (Brazil)

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL NEURAL NETWORK; COMPUTATIONAL TOOLS; DATA SPACE; DISTANCE-BASED; HAND MOVEMENT; LEARNING VECTOR QUANTIZATION; NEURAL-FUZZY MODEL; SIGN LANGUAGE; UNIVERSE OF DISCOURSE; VISION BASED;

BACKPROPAGATION; LINGUISTICS; SELF ORGANIZING MAPS; VECTOR QUANTIZATION;

FUZZY NEURAL NETWORKS;

EID: 70449389375     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IJCNN.2009.5178917     Document Type: Conference Paper

References (21)

1. T. Kohonen, Self Organizing Maps, 3rd ed. Springer, 2000.
2. S. Haykin, Neural Networks: a comprehensive foundation, 2nd ed. New Jersey: Prentice Hall Inc, 1998.
3. F. Chung and T. Lee, "Fuzzy learning vector quantization, " in IEEE International Joint Conference on Neural Networks, 1993, pp. 2793-2742.
4. J. C. Bezdek, E. C. Tsao, and N. R. Pal, "Fuzzy kohonen clustering networks, " in IEEE International Conference on Fuzzy Systems, 1992, pp. 1035-1043.
5. J. C. Bezdek and S. K. Pal, Fuzzy models for pattern recognition: methods that search for structures in data. New York: IEEE Press, 1992.
6. T. Kohonen, "Improved versions of learning vector quantization, " in International Joint Conference on Neural Networks, vol. 1, June 1990, pp. 545-550.
7. M. N. Neris, A. J. Silva, S. M. Peres, and F. C. Flores, "Self organizing maps and bit signature: a study applied on signal language recognition, " in International Joint Conference on Neural Networks, 2008, p. NN0814.
8. C. F.-S., F. C.-M., and H. C.-L., "Hand gesture recognition using a real-time tracking method and hidden markov models, " Image and Vision Computing, vol. 21, no. 8, pp. 745-758, August 2003.
9. Y. Nam and K. Wohn, "Recognition of space-time hand-gestures using hidden markov model, " in ACM Symposium on Virtual Reality Software and Technology. ACM, 1996, pp. 51-58.
10. J.-S. Kim, W. Jang, and Z. Bien, "A dynamic gesture recognition system for the korean sign language (ksl), " in IEEE Transactions on Systems, Man, and Cybernetics, Part B, ser. Issue 2, vol. 26, April 1996, pp. 354-459.
11. C.-S. Chan-Su Lee, Z. Bien, G.-T. Park, W. Jang, J.-S. Kim, and S.-K. Kim, "Real-time recognition system of korean sign language based on elementary components, " in IEEE International Conference on Fuzzy Systems, ser. Issue 1, vol. 3, July 1997, pp. 1463-1468.
12. G. Bailador, D. Roggen, G. Tröster, and G. Triviño, "Real time gesture recognition using continuous time recurrent neural networks, " in International Conference on Body Area Networks (BodyNets), 2007.
13. R.-H. Liang and M. Ouhyoung, "A real-time continuous gesture recognition system for sign language, " in IEEE International Conference on Automatic Face and Gesture Recognition, April 1998, pp. 558-567.
14. M.-H. Yang and N. Ahuja, "Recognizing hand gesture using motion trajectories, " in IEEE Computer Society Conference on Computer Vision and Pattern Recognition, vol. 1, Juny 1999, pp. 466-472.
15. T. Starner and A. Pentland, "Real-time american sign language recognition from video using hidden markov models, " in International Symposium on Computer Vision,. IEEE Computer Society, 1995, p. 265.
16. R. Bowden, D. Windridge, T. Kadir, A. Zisserman, and M. Brady, "A linguistic feature vector for the visual interpretation of sign language, " in European Conference on Computational Vision. Springer-Verlag, 2004, pp. 391-101.
17. H. S. Yoon, J. Soh, Y. J. Bae, and H. S. Yang, "Hand gesture recognition using combined features of location, angle and velocity, " Pattern Recognition, vol. 34, pp. 1491-1501, 2001.
18. A. Ramamoorthy, N. Vaswani, S. Chaudhury, and S. Banerjee, "Recognition of dynamic hand gestures, " Pattern Recognition, vol. 36, pp. 2069-2081, 2003.
19. S. Mitra and T. Acharya, "Gesture recognition : A survey, " IEEE Transactions on Systems, Man, and Cybernetics mdash; Part C: Applications and Reviews, vol. 37, no. 3, May 2007.
20. A. Ultsch, Information and Classification. Springer, 193, pp. 307-313.
21. F. C. Capovilla and W. D. Raphael, Dicionário Enciclopédico Ilustrado em Libras. Edusp, 2002, vol. 1 and 2, trilingual Dictionary (Libras-Portuguese-English).