Self organizing maps and bit signature: A study applied on signal language recognition

Proceedings of the International Joint Conference on Neural Networks

Volumn , Issue , 2008, Pages 2934-2941

  Neris, Marrony N ^d   Silva, Alexandre J ^d   Peres, Sarajane M ^a   Flores, Franklin C ^b,c  

^a SÃO PAULO STATE UNIVERSITY UNESP   (Brazil)

^b STATE UNIVERSITY OF MARINGÁ   (Brazil)

^c UNIVERSITY OF CAMPINAS   (Brazil)

^d NONE

Author keywords

[No Author keywords available]

Indexed keywords

BACKPROPAGATION; IMAGE CLASSIFICATION; LINGUISTICS; SELF ORGANIZING MAPS; STRENGTH OF MATERIALS; VEGETATION;

ARTIFICIAL NEURAL NETWORKS; IMAGE REPRESENTATIONS; LANGUAGE RECOGNITIONS; SELF-ORGANIZING; SIGNAL LANGUAGES;

NEURAL NETWORKS;

EID: 56349090098     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IJCNN.2008.4634211     Document Type: Conference Paper

References (20)

1. rd ed, Springer, Berlin:Germany, 2000.
2. nd ed, New Jersey, USA: Prentice Hall Inc, 1998.
3. A. Ultsch. Self-Organizing Neural Network for Visualization and Classification. In: O. Opitz et. al. (Eds). Information and Classification. Springer, Berlin, 1993.pp. 307-313.
4. J. A. F. Costa and M. L. A. Netto, Automatic Data Classification by a Hierarchy of Self-Organizing Maps. Proc. 1999 IEEE Intl. Conf. On Systems, Man, and Cybernetics, Tokyo, Japan, 1999.
5. th Brazilian Neural Networks Symposium, Ribeirão Preto, Brazil, 2006.
6. J. Stone and M. Daumen. Um perfil das publicações de pesquisa em tecnologia assistiva entre 1993-2002. IBERDISCAP - IV Congresso Iberamericano sobre Tecnologias de Apoio a Portadores de Deficiência, 2, February, 2006. In Portuguese.
7. M. V. Lamar, M. S. Bhuiyan, and A. Iwata, Reconhecimento de posturas manuais usando redes neurais. Proc. of the VI Brazilian Conference on Neural Networks - VI Brazilian Congress of Neural Network, June, 2003, pp. 307-312. In Portuguese.
8. M. Shimada, S. Iwasaki and T. Asakura. Finger spelling recognition using neural network with pattern recognition model. SICE 2003, Annual Conference, August, 2003, pp. 2458-2463.
9. th International Conference on Neural Information Processing, November, 2002, pp. 2204-2206.
10. C.-L. Huang, W.-Y. Huang, and C.-C. Lien, Sign Language Recognition using 3-d Hopfield Neural. Network. International Conference on Image Processing, October, 1995, pp. 611-614.
11. M.Yang and N. Ahuja. Recognizing Hand Gesture Using Motion Trajectories. Vol.1, 2000, pp. 466-472.
12. M. Sarfraz, Y. A. Syed and M. A. Zeeshan, A system for sign language recognition using fuzzy object similarity tracking. Proc. of Ninth International Conference on Information Visualisation, 2005, pp. 233-238.
13. th International Conference on Multimodal Interfaces. 2004, pp. 198-204.
14. H. Pistori and J. J. Neto., An experiment on hand shape sign recognition using adaptive technology: Preliminary results. Lecture Note of Artificial Inteligence, 3171. In SBIA 2004, Maranhao, Brasil, 2004, pp. 464473.
15. K. Barner, Tactile gesture recognition for people with disabilities. Proc. of International Conference on Acoustics, Speech, and Signal Processing. Vol. 5, 2005, pp. v/461-v/464.
16. I. Infantino, R. Rizzo and S.A. Gaglio, A System for Sign Language Sentence Recognition Based on Common Sense Context. Proc. of International Conference on Computer as Tool. Vol. 2, 2005, pp. 1421-1424.
17. M. N. Neris, S, M. Peres, A. J. Silva, F. C. Flores. Ux-View: Uma Ferramenta Para Visualização de Mapeamentos Topológicos. In Proc. of IIEPAC - Encontro Paranaense de Computação. Cascavel, PR, Brazil, august, 2007. In Portuguese.
18. S. Miikulainen, "Script Recognition with Hierarquical Feature Maps", Connection Science, vol. 2, pp. 83-101, 1990.
19. B. Fritzke, "Kohonen Feature Maps and Growing Cell Structures - a Performance Comparison", Advances in Neural Information Processing Systems, 5, C. L. Gibs, S. J. Hanson, J. D. Cowan (eds.), Morgan Kaufmann, San Mateo, CA, USA, 1993.
20. J.A.F Costa & M.L.A. Netto, "Cluster analysis using self-organizing maps and image processing techniques". In Proc. of the 1999 IEEE International Conference on Systems, Man and Cybernetics, Tokyo, Japan, 1999.