Ex vivo determination of chewing patterns using FBG and artificial neural networks

Proceedings of SPIE - The International Society for Optical Engineering

Volumn 9157, Issue , 2014, Pages

  Karam, L Z ^a   Pegorini, V ^a   Pitta, C S R ^b   Assmann, T S ^a   Cardoso, R ^a   Kalinowski, H J ^a   Silva, J C C ^a  

^a UNIVERSIDADE TECNOLÓGICA FEDERAL DO PARANÁ   (Brazil)

^b INSTITUTO FEDERAL DO PARANÁ   (Brazil)

Author keywords

Biomechanics; Ex Vivo; Fibre Bragg gratings; Neural Networks; Pattern Classification

Indexed keywords

BIOMECHANICS; NEURAL NETWORKS; PATTERN RECOGNITION; SENSORS; TEXTURES;

CLASSIFICATION ERRORS; EX-VIVO; EXPERIMENTAL PROCEDURE; FIBRE BRAGG GRATING SENSORS; MANDIBLE MOVEMENT; PLASTICINE;

FIBER BRAGG GRATINGS;

EID: 84903218864     PISSN: 0277786X     EISSN: 1996756X     Source Type: Conference Proceeding    
DOI: 10.1117/12.2057974     Document Type: Conference Paper

References (9)

1. Kalinowski, H. J., Abe, I., Simões, J. A., and Ramos, A., [Trends in Photonics-Application of fibre Bragg grating sensors in biomechanics], Transworld Research Network, 315-343 (2010)
2. Milczewski, M. S., Silva, J. C. C., Carvalho, L., Canning, J., [Trends in Photonics-Optical Fibre Sensors in Dentistry], Transworld Research Network, 345-373 (2010)
3. Wehrle, G., Nohama, P., Kalinowski, H. J., Torres, P. I. and Valente, L. C. G., "A fibre optic Bragg grating strain sensor for monitoring ventilatory movements," Meas. Sci. Technol. 12, 805-809 (2001)
4. Milczewski, M. S., Stevenson, M., Canning, J., Mattelli C., Kalinowski, H. J., "Sensitivity of silica and polymer microstructured fibres transversal pressure," Glass Technology 50, 211-213 (2009)
5. Fehling, P. C., Alekel, L., Clasey, J., Rector, A., and Stillman, R. J., "A comparison of bone mineral densities among female athletes in impact loading and active loading sports," Bone 17(3), 205-10 (1995)
6. Karam, L. Z., Geber. A. P., Franco, O., Tomazinho, P., Signorini L, Carvalho, L., Fernandes, M. H., Hecke, M., B., and Kalinowski, H. J., "Evaluation of the efficacy and influence of the decontamination and sterilization of FBGs exposed to S. aureus and E. coli," Proc. of SPIE 8001, 800134 (2011)
7. Haykin, S., [Neural Networks: A Comprehensive Foundation], Pearson Prentice Hall, Upper Saddle River, NJ, USA, 224-228 (1999)
8. Wosniack, C., Silva, W. J., Cardoso, R., Assmann, T. S., Hill, J. A. G., Silveira, A. L. F., Sousa, K. M., Kalinowski, H. J., Silva, J. C. C., "Determination of chewing patterns in goats using fibre Bragg gratings," Proc. of SPIE 8421, 842214F-84214F-4 (2012)
9. Eberhart, R. C., Shi, Y., [Computational Intelligence: Concept to Implementations], Morgan Kaufmann, New York, 404-408 (2007).